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@article{DBLP:journals/access/AdnanKARBAS24,
  author       = {Myasar Mundher Adnan and
                  Waleed Hadi Madhloom Kurdi and
                  Sarah Alotaibi and
                  Amjad Rehman and
                  Saeed Ali Omer Bahaj and
                  Mohammed Hasan Ali and
                  Tanzila Saba},
  title        = {Image Annotation With YCbCr Color Features Based on Multiple Deep
                  {CNN-} {GLP}},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {11340--11353},
  year         = {2024}
}
@article{DBLP:journals/access/AlamriAKS24,
  author       = {Faten S. Alamri and
                  Sunusi Bala Abdullahi and
                  Amjad Rehman Khan and
                  Tanzila Saba},
  title        = {Enhanced Weak Spatial Modeling Through CNN-Based Deep Sign Language
                  Skeletal Feature Transformation},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {77019--77040},
  year         = {2024}
}
@article{DBLP:journals/access/BegumSNHHAUS24,
  author       = {Momotaz Begum and
                  Mehedi Hasan Shuvo and
                  Mostofa Kamal Nasir and
                  Amran Hossain and
                  Mohammad Jakir Hossain and
                  Imran Ashraf and
                  Jia Uddin and
                  Md Abdus Samad},
  title        = {{LCNN:} Lightweight {CNN} Architecture for Software Defect Feature
                  Identification Using Explainable {AI}},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {55744--55756},
  year         = {2024}
}
@article{DBLP:journals/access/CanE24,
  author       = {Ferit Can and
                  Can Eyupoglu},
  title        = {FMSNet: {A} Multi-Stream {CNN} for Multi-Stereo Image Classification
                  by Feature Map Sharing},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {105566--105572},
  year         = {2024}
}
@article{DBLP:journals/access/KamaleldinAS24,
  author       = {Mohamed Gamal M. Kamaleldin and
                  Syed A. R. Abu{-}Bakar and
                  Usman Ullah Sheikh},
  title        = {Transfer Learning Models for {CNN} Fusion With Fisher Vector for Codebook
                  Optimization of Foreground Features},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {5648--5658},
  year         = {2024}
}
@article{DBLP:journals/access/KnuuttilaKK24,
  author       = {Olli Knuuttila and
                  Antti Kestil{\"{a}} and
                  Esa Kallio},
  title        = {CNN-Based Local Features for Navigation Near an Asteroid},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {16652--16672},
  year         = {2024}
}
@article{DBLP:journals/access/MaharaniMRY24,
  author       = {Devira Anggi Maharani and
                  Carmadi Machbub and
                  Pranoto Hidaya Rusmin and
                  Lenni Yulianti},
  title        = {Real-Time Human Tracking Using Multi-Features Visual With {CNN-LSTM}
                  and Q-Learning},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {13233--13247},
  year         = {2024}
}
@article{DBLP:journals/access/MaluUSAB24,
  author       = {G. Malu and
                  Nayana Uday and
                  Elizabeth Sherly and
                  Ajith Abraham and
                  Narendra Kuber Bodhey},
  title        = {CirMNet: {A} Shape-Based Hybrid Feature Extraction Technique Using
                  {CNN} and {CMSMD} for Alzheimer's {MRI} Classification},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {80491--80504},
  year         = {2024}
}
@article{DBLP:journals/access/MoganLL24,
  author       = {Jashila Nair Mogan and
                  Chin{-}Poo Lee and
                  Kian{-}Ming Lim},
  title        = {Ensemble CNN-ViT Using Feature-Level Fusion for Gait Recognition},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {108573--108583},
  year         = {2024}
}
@article{DBLP:journals/access/PilataxiZPB24,
  author       = {Jhon I. Pilataxi and
                  Jorge E. Zambrano and
                  Claudio A. Perez and
                  Kevin W. Bowyer},
  title        = {Improved Search in Neuroevolution Using a Neural Architecture Classifier
                  With the {CNN} Architecture Encoding as Feature Vector},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {11987--12000},
  year         = {2024}
}
@article{DBLP:journals/access/SCS24,
  author       = {Neha A S and
                  Vivek Chaturvedi and
                  Muhammad Shafique},
  title        = {FRNet: {A} Feature-Rich {CNN} Architecture to Defend Against Adversarial
                  Attacks},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {26943--26956},
  year         = {2024}
}
@article{DBLP:journals/access/SathvikaATSDSA24,
  author       = {V. S. S. Bala Tripura Sathvika and
                  Nagilla Anmisha and
                  Vada Thanmayi and
                  M. Suchetha and
                  Edwin Dhas D and
                  S. Sehastrajit and
                  Sathyanarayanan N. Aakur},
  title        = {Pipelined Structure in the Classification of Skin Lesions Based on
                  Alexnet {CNN} and {SVM} Model With Bi-Sectional Texture Features},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {57366--57380},
  year         = {2024}
}
@article{DBLP:journals/access/SeoCTL24,
  author       = {Wangduk Seo and
                  Sung{-}Hyun Cho and
                  Pawel Teisseyre and
                  Jaesung Lee},
  title        = {A Short Survey and Comparison of CNN-Based Music Genre Classification
                  Using Multiple Spectral Features},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {245--257},
  year         = {2024}
}
@article{DBLP:journals/access/TaghizadehVF24,
  author       = {Mohamad Taghizadeh and
                  Fatemeh Vaez and
                  Miad Faezipour},
  title        = {{EEG} Motor Imagery Classification by Feature Extracted Deep 1D-CNN
                  and Semi-Deep Fine-Tuning},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {111265--111279},
  year         = {2024}
}
@article{DBLP:journals/access/TajiASKKO24,
  author       = {Khaoula Taji and
                  Sohail Ali and
                  Tariq Shahzad and
                  Bilal Shoaib Khan and
                  Muhammad Adnan Khan and
                  Khmaies Ouahada},
  title        = {An Ensemble Hybrid Framework: {A} Comparative Analysis of Metaheuristic
                  Algorithms for Ensemble Hybrid {CNN} Features for Plants Disease Classification},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {61886--61906},
  year         = {2024}
}
@article{DBLP:journals/access/VarugheseS24,
  author       = {Dinah Ann Varughese and
                  Sriadibhatla Sridevi},
  title        = {{DFPT-CNN:} {A} Dual Feature Extraction and Pretrained {CNN} Synergy
                  for Minimal Computational Overhead and Enhanced Accuracy in Multi-Class
                  Medical Image Classification},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {58573--58585},
  year         = {2024}
}
@article{DBLP:journals/access/WanasingheBMMBD24,
  author       = {Thinira Wanasinghe and
                  Sakuni Bandara and
                  Supun Madusanka and
                  Dulani Meedeniya and
                  Meelan Bandara and
                  Isabel de la Torre D{\'{\i}}ez},
  title        = {Lung Sound Classification With Multi-Feature Integration Utilizing
                  Lightweight {CNN} Model},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {21262--21276},
  year         = {2024}
}
@article{DBLP:journals/aeog/0002SX24,
  author       = {Pengcheng Liu and
                  Ziqin Shao and
                  Tianyuan Xiao},
  title        = {Second-order texton feature extraction and pattern recognition of
                  building polygon cluster using {CNN} network},
  journal      = {Int. J. Appl. Earth Obs. Geoinformation},
  volume       = {129},
  pages        = {103794},
  year         = {2024}
}
@article{DBLP:journals/aeog/WuLJZGHL24,
  author       = {Lei Wu and
                  Rui Liu and
                  Nengpan Ju and
                  Ao Zhang and
                  Jingsong Gou and
                  Guolei He and
                  Yuzhu Lei},
  title        = {Landslide mapping based on a hybrid CNN-transformer network and deep
                  transfer learning using remote sensing images with topographic and
                  spectral features},
  journal      = {Int. J. Appl. Earth Obs. Geoinformation},
  volume       = {126},
  pages        = {103612},
  year         = {2024}
}
@article{DBLP:journals/aeog/YinWLHMFLL24,
  author       = {Zhixiang Yin and
                  Penghai Wu and
                  Xinyan Li and
                  Zhen Hao and
                  Xiaoshuang Ma and
                  Ruirui Fan and
                  Chun Liu and
                  Feng Ling},
  title        = {Super-resolution water body mapping with a feature collaborative {CNN}
                  model by fusing Sentinel-1 and Sentinel-2 images},
  journal      = {Int. J. Appl. Earth Obs. Geoinformation},
  volume       = {134},
  pages        = {104176},
  year         = {2024}
}
@article{DBLP:journals/asc/AnandQSPMD24,
  author       = {Raghav V. Anand and
                  Md. Abdul Quadir and
                  G. Sakthivel and
                  T. V. Padmavathy and
                  Senthilkumar Mohan and
                  Robertas Damasevicius},
  title        = {Acoustic feature-based emotion recognition and curing using ensemble
                  learning and {CNN}},
  journal      = {Appl. Soft Comput.},
  volume       = {166},
  pages        = {112151},
  year         = {2024}
}
@article{DBLP:journals/asc/ReisT24,
  author       = {Hatice Catal Reis and
                  Veysel Turk},
  title        = {Fusion of transformer attention and {CNN} features for skin cancer
                  detection},
  journal      = {Appl. Soft Comput.},
  volume       = {164},
  pages        = {112013},
  year         = {2024}
}
@article{DBLP:journals/bspc/DasN24,
  author       = {Arnab Kumar Das and
                  Ruchira Naskar},
  title        = {A deep learning model for depression detection based on {MFCC} and
                  {CNN} generated spectrogram features},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {90},
  pages        = {105898},
  year         = {2024}
}
@article{DBLP:journals/bspc/HaoXZLCN24,
  author       = {Tengteng Hao and
                  Kaili Xu and
                  Xin Zheng and
                  Jishuo Li and
                  Shoukun Chen and
                  Wen Nie},
  title        = {Towards mental load assessment for high-risk works driven by psychophysiological
                  data: Combining a 1D-CNN model with random forest feature selection},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {96},
  pages        = {106615},
  year         = {2024}
}
@article{DBLP:journals/bspc/JesiKMg24,
  author       = {P. Maria Jesi and
                  S. Kamatchi and
                  D. Madhivadhani and
                  Lily saron grace},
  title        = {{HRSHO:} {A} hybrid rain optimized spotted hyena optimizer for efficient
                  feature selection in CNN-based sinusitis classification},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {87},
  number       = {Part {B}},
  pages        = {105441},
  year         = {2024}
}
@article{DBLP:journals/bspc/Kaya24,
  author       = {Mahir Kaya},
  title        = {Feature fusion-based ensemble {CNN} learning optimization for automated
                  detection of pediatric pneumonia},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {87},
  number       = {Part {A}},
  pages        = {105472},
  year         = {2024}
}
@article{DBLP:journals/bspc/KollemSP24,
  author       = {Sreedhar Kollem and
                  Chandrasekhar Sirigiri and
                  Samineni Peddakrishna},
  title        = {A novel hybrid deep {CNN} model for breast cancer classification using
                  Lipschitz-based image augmentation and recursive feature elimination},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {95},
  pages        = {106406},
  year         = {2024}
}
@article{DBLP:journals/bspc/NithyaDSK24,
  author       = {T. M. Nithya and
                  P. Dhivya and
                  S. N. Sangeethaa and
                  P. Rajesh Kanna},
  title        = {{TB-MFCC} multifuse feature for emergency vehicle sound classification
                  using multistacked {CNN} - Attention BiLSTM},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {88},
  number       = {Part {A}},
  pages        = {105688},
  year         = {2024}
}
@article{DBLP:journals/bspc/SushmaP24,
  author       = {B. Sushma and
                  Aparna Pulikala},
  title        = {AAPFC-BUSnet: Hierarchical encoder-decoder based {CNN} with attention
                  aggregation pyramid feature clustering for breast ultrasound image
                  lesion segmentation},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {91},
  pages        = {105969},
  year         = {2024}
}
@article{DBLP:journals/bspc/ZhaoQJZZT24,
  author       = {Denghuang Zhao and
                  Zhixin Qiu and
                  Yujie Jiang and
                  Xincheng Zhu and
                  Xiaojun Zhang and
                  Zhi Tao},
  title        = {A depthwise separable CNN-based interpretable feature extraction network
                  for automatic pathological voice detection},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {88},
  number       = {Part {B}},
  pages        = {105624},
  year         = {2024}
}
@article{DBLP:journals/candc/LeMTLHO24,
  author       = {Van{-}The Le and
                  Muhammad{-}Shahid Malik and
                  Yi{-}Hsuan Tseng and
                  Yu{-}Cheng Lee and
                  Cheng{-}I Huang and
                  Yu{-}Yen Ou},
  title        = {DeepPLM{\_}mCNN: An approach for enhancing ion channel and ion transporter
                  recognition by multi-window {CNN} based on features from pre-trained
                  language models},
  journal      = {Comput. Biol. Chem.},
  volume       = {110},
  pages        = {108055},
  year         = {2024}
}
@article{DBLP:journals/cbm/AoSJMHJ24,
  author       = {Yu Ao and
                  Weili Shi and
                  Bai Ji and
                  Yu Miao and
                  Wei He and
                  Zhengang Jiang},
  title        = {MS-TCNet: An effective Transformer-CNN combined network using multi-scale
                  feature learning for 3D medical image segmentation},
  journal      = {Comput. Biol. Medicine},
  volume       = {170},
  pages        = {108057},
  year         = {2024}
}
@article{DBLP:journals/cbm/Attallah24,
  author       = {Omneya Attallah},
  title        = {Skin-CAD: Explainable deep learning classification of skin cancer
                  from dermoscopic images by feature selection of dual high-level CNNs
                  features and transfer learning},
  journal      = {Comput. Biol. Medicine},
  volume       = {178},
  pages        = {108798},
  year         = {2024}
}
@article{DBLP:journals/cbm/ZhangXBLZWZZYH24,
  author       = {Yu Zhang and
                  Rui Xie and
                  Iman Beheshti and
                  Xia Liu and
                  Guowei Zheng and
                  Yin Wang and
                  Zhenwen Zhang and
                  Weihao Zheng and
                  Zhijun Yao and
                  Bin Hu},
  title        = {Improving brain age prediction with anatomical feature attention-enhanced
                  3D-CNN},
  journal      = {Comput. Biol. Medicine},
  volume       = {169},
  pages        = {107873},
  year         = {2024}
}
@article{DBLP:journals/cbm/ZhangYMZCMBCZW24,
  author       = {Peipei Zhang and
                  Lanting Yang and
                  Yicheng Mao and
                  Xinyu Zhang and
                  Jiaxuan Cheng and
                  Yuanyuan Miao and
                  FangJun Bao and
                  ShiHao Chen and
                  Qinxiang Zheng and
                  JunJie Wang},
  title        = {CorNet: Autonomous feature learning in raw Corvis {ST} data for keratoconus
                  diagnosis via residual {CNN} approach},
  journal      = {Comput. Biol. Medicine},
  volume       = {172},
  pages        = {108286},
  year         = {2024}
}
@article{DBLP:journals/cee/LiuKYG24,
  author       = {Tian Liu and
                  Fannie Kong and
                  Linfeng Yang and
                  Zhuangzhi Guo},
  title        = {Operational risk assessment of hydropower units based on PSSCA-VMD-CNN-GBiLSTM
                  and multi-feature fusion},
  journal      = {Comput. Electr. Eng.},
  volume       = {118},
  pages        = {109412},
  year         = {2024}
}
@article{DBLP:journals/cmpb/FuSXLN24,
  author       = {You{-}Lei Fu and
                  Wu Song and
                  Wanni Xu and
                  Jie Lin and
                  Xuchao Nian},
  title        = {Feature recognition in multiple CNNs using sEMG images from a prototype
                  comfort test},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {243},
  pages        = {107897},
  year         = {2024}
}
@article{DBLP:journals/cmpb/HuaTZCYLF24,
  author       = {Chengcheng Hua and
                  Jianlong Tao and
                  Zhanfeng Zhou and
                  Lining Chai and
                  Ying Yan and
                  Jia Liu and
                  Rongrong Fu},
  title        = {{EEG} classification model for virtual reality motion sickness based
                  on multi-scale {CNN} feature correlation},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {251},
  pages        = {108218},
  year         = {2024}
}
@article{DBLP:journals/cmpb/RanipaZS24,
  author       = {Kalpeshkumar Ranipa and
                  Wei{-}Ping Zhu and
                  M. N. S. Swamy},
  title        = {A novel feature-level fusion scheme with multimodal attention {CNN}
                  for heart sound classification},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {248},
  pages        = {108122},
  year         = {2024}
}
@article{DBLP:journals/cn/LiX24,
  author       = {Zhiyuan Li and
                  Xiaoping Xu},
  title        = {L2-BiTCN-CNN: Spatio-temporal features fusion-based multi-classification
                  model for various internet applications identification},
  journal      = {Comput. Networks},
  volume       = {243},
  pages        = {110298},
  year         = {2024}
}
@article{DBLP:journals/compsec/ParameswariGRS24,
  author       = {A. Parameswari and
                  R. Ganeshan and
                  V. Ragavi and
                  M. Shereesha},
  title        = {Hybrid rat swarm hunter prey optimization trained deep learning for
                  network intrusion detection using {CNN} features},
  journal      = {Comput. Secur.},
  volume       = {139},
  pages        = {103656},
  year         = {2024}
}
@article{DBLP:journals/cviu/LvXWQE24,
  author       = {Ning Lv and
                  Xuezhi Xiang and
                  Xinyao Wang and
                  Yulong Qiao and
                  Abdulmotaleb El{-}Saddik},
  title        = {Learning feature contexts by transformer and {CNN} hybrid deep network
                  for weakly supervised person search},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {239},
  pages        = {103906},
  year         = {2024}
}
@article{DBLP:journals/dsp/PrasadB24,
  author       = {M. V. V. S. Prasad and
                  T. Ranga Babu},
  title        = {Less complexity-aware intelligent 1-dimensional {CNN} with weighted
                  deep features for artifacts removal in {EEG} signals},
  journal      = {Digit. Signal Process.},
  volume       = {145},
  pages        = {104319},
  year         = {2024}
}
@article{DBLP:journals/dsp/TiwariGB24,
  author       = {Smita Tiwari and
                  Shivani Goel and
                  Arpit Bhardwaj},
  title        = {Classification of imagined speech of vowels from {EEG} signals using
                  multi-headed CNNs feature fusion network},
  journal      = {Digit. Signal Process.},
  volume       = {148},
  pages        = {104447},
  year         = {2024}
}
@article{DBLP:journals/ejasp/WangHXCT24,
  author       = {Teng Wang and
                  Xiaoqiao Huang and
                  Zenan Xiao and
                  Wude Cai and
                  Yonghang Tai},
  title        = {{EEG} emotion recognition based on differential entropy feature matrix
                  through 2D-CNN-LSTM network},
  journal      = {{EURASIP} J. Adv. Signal Process.},
  volume       = {2024},
  number       = {1},
  pages        = {49},
  year         = {2024}
}
@article{DBLP:journals/entropy/QuanLGMLC24,
  author       = {Hutuo Quan and
                  Huicheng Lai and
                  Guxue Gao and
                  Jun Ma and
                  Junkai Li and
                  Dongji Chen},
  title        = {Pairwise CNN-Transformer Features for Human-Object Interaction Detection},
  journal      = {Entropy},
  volume       = {26},
  number       = {3},
  pages        = {205},
  year         = {2024}
}
@article{DBLP:journals/es/DaCT24,
  author       = {Thao Nguyen Da and
                  Ming{-}Yuan Cho and
                  Phuong Nguyen Thanh},
  title        = {Hourly load prediction based feature selection scheme and hybrid {CNN-LSTM}
                  method for building's smart solar microgrid},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {41},
  number       = {7},
  year         = {2024}
}
@article{DBLP:journals/eswa/AlghamdiLL24,
  author       = {Jawaher Alghamdi and
                  Yuqing Lin and
                  Suhuai Luo},
  title        = {Enhancing hierarchical attention networks with {CNN} and stylistic
                  features for fake news detection},
  journal      = {Expert Syst. Appl.},
  volume       = {257},
  pages        = {125024},
  year         = {2024}
}
@article{DBLP:journals/eswa/JiCHZC24,
  author       = {Xun Ji and
                  Shijie Chen and
                  Li{-}Ying Hao and
                  Jingchun Zhou and
                  Long Chen},
  title        = {{FBDPN:} CNN-Transformer hybrid feature boosting and differential
                  pyramid network for underwater object detection},
  journal      = {Expert Syst. Appl.},
  volume       = {256},
  pages        = {124978},
  year         = {2024}
}
@article{DBLP:journals/eswa/KumarS24,
  author       = {Vineet Kumar and
                  Suresh Sundaram},
  title        = {Utilization of information from {CNN} feature maps for offline word-level
                  writer identification},
  journal      = {Expert Syst. Appl.},
  volume       = {238},
  number       = {Part {A}},
  pages        = {121709},
  year         = {2024}
}
@article{DBLP:journals/eswa/NeupaneAR24,
  author       = {Bipul Neupane and
                  Jagannath Aryal and
                  Abbas Rajabifard},
  title        = {CNNs for remote extraction of urban features: {A} survey-driven benchmarking},
  journal      = {Expert Syst. Appl.},
  volume       = {255},
  pages        = {124751},
  year         = {2024}
}
@article{DBLP:journals/eswa/ZhouLJLTZW24,
  author       = {Fangzheng Zhou and
                  Xinfeng Liu and
                  Chuanbao Jia and
                  Sen Li and
                  Jie Tian and
                  Weilu Zhou and
                  Chuansong Wu},
  title        = {Unified {CNN-LSTM} for keyhole status prediction in {PAW} based on
                  spatial-temporal features},
  journal      = {Expert Syst. Appl.},
  volume       = {237},
  number       = {Part {A}},
  pages        = {121425},
  year         = {2024}
}
@article{DBLP:journals/eswa/ZouWSCQ24,
  author       = {Hongcheng Zou and
                  Ziling Wei and
                  Jinshu Su and
                  Shuhui Chen and
                  Zheng Qin},
  title        = {Relation-CNN: Enhancing website fingerprinting attack with relation
                  features and {NFS-CNN}},
  journal      = {Expert Syst. Appl.},
  volume       = {247},
  pages        = {123236},
  year         = {2024}
}
@article{DBLP:journals/ieicetd/XiXJJ24,
  author       = {Ji Xi and
                  Yue Xie and
                  Pengxu Jiang and
                  Wei Jiang},
  title        = {A CNN-Based Feature Pyramid Segmentation Strategy for Acoustic Scene
                  Classification},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {107},
  number       = {8},
  pages        = {1093--1096},
  year         = {2024}
}
@article{DBLP:journals/ifacjsc/DingAM24,
  author       = {Ning Ding and
                  Herag Arabian and
                  Knut M{\"{o}}ller},
  title        = {Feature space separation by conformity loss driven training of {CNN}},
  journal      = {{IFAC} J. Syst. Control.},
  volume       = {28},
  pages        = {100260},
  year         = {2024}
}
@article{DBLP:journals/ijcisys/ChakravarthyBKVRAA24,
  author       = {S. R. Sannasi Chakravarthy and
                  N. Bharanidharan and
                  Surbhi Bhatia Khan and
                  V. Vinoth Kumar and
                  Mahesh Thylore Ramakrishna and
                  Ahlam Almusharraf and
                  Eid Albalawi},
  title        = {Multi-class Breast Cancer Classification Using {CNN} Features Hybridization},
  journal      = {Int. J. Comput. Intell. Syst.},
  volume       = {17},
  number       = {1},
  pages        = {191},
  year         = {2024}
}
@article{DBLP:journals/ijcisys/TripathyNGMPSBB24,
  author       = {Santosh Kumar Tripathy and
                  Rudra Kalyan Nayak and
                  Kartik Shankar Gadupa and
                  Rajnish Dinesh Mishra and
                  Ashok Kumar Patel and
                  Santosh Kumar Satapathy and
                  Akash Kumar Bhoi and
                  Paolo Barsocchi},
  title        = {Alzheimer's Disease Detection via Multiscale Feature Modelling Using
                  Improved Spatial Attention Guided Depth Separable {CNN}},
  journal      = {Int. J. Comput. Intell. Syst.},
  volume       = {17},
  number       = {1},
  pages        = {113},
  year         = {2024}
}
@article{DBLP:journals/ijig/EnturiSS24,
  author       = {Bala Krishna Manash Enturi and
                  A. Suhasini and
                  Narayana Satyala},
  title        = {Optimized Deep {CNN} with Deviation Relevance-based {LBP} for Skin
                  Cancer Detection: Hybrid Metaheuristic Enabled Feature Selection},
  journal      = {Int. J. Image Graph.},
  volume       = {24},
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@article{DBLP:journals/ijon/HuQKZ24,
  author       = {Xing Hu and
                  Gengjun Qiu and
                  Hamid Reza Karimi and
                  Dawei Zhang},
  title        = {{TFF-CNN:} Distributed optical fiber sensing intrusion detection framework
                  based on two-dimensional multi-features},
  journal      = {Neurocomputing},
  volume       = {564},
  pages        = {126959},
  year         = {2024}
}
@article{DBLP:journals/ijpr/StrozziP24,
  author       = {Fernanda Strozzi and
                  Rossella Pozzi},
  title        = {Trend and seasonality features extraction with pre-trained {CNN} and
                  recurrence plot},
  journal      = {Int. J. Prod. Res.},
  volume       = {62},
  number       = {9},
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}
@article{DBLP:journals/ijst/BoulalHAB24,
  author       = {Hossam Boulal and
                  Mohamed Hamidi and
                  Mustapha Abarkan and
                  Jamal Barkani},
  title        = {Amazigh {CNN} speech recognition system based on Mel spectrogram feature
                  extraction method},
  journal      = {Int. J. Speech Technol.},
  volume       = {27},
  number       = {1},
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  year         = {2024}
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@article{DBLP:journals/imst/LiuLHCZY24,
  author       = {Qiaohong Liu and
                  Yuanjie Lin and
                  Xiaoxiang Han and
                  Keyan Chen and
                  Weikun Zhang and
                  Hui Yang},
  title        = {Dual-branch feature extraction network combined with Transformer and
                  {CNN} for polyp segmentation},
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  volume       = {34},
  number       = {1},
  year         = {2024}
}
@article{DBLP:journals/informaticaSI/SrinivasCBRRSK24,
  author       = {Kalyanapu Srinivas and
                  Vijayalakshmi Ch and
                  Subba Reddy Borra and
                  K. Srujan Raju and
                  Ganga Rama Koteswara Rao and
                  K. N. V. Satyanarayana and
                  Pala Mahesh Kumar},
  title        = {Cardiacnet: Cardiac Arrhythmia Detection and Classification Using
                  Unsupervised Learning Based Optimal Feature Selection with Custom
                  {CNN} Model},
  journal      = {Informatica (Slovenia)},
  volume       = {48},
  number       = {2},
  year         = {2024}
}
@article{DBLP:journals/ipm/ChenYZB24,
  author       = {Ji Chen and
                  Zhihao Ying and
                  Chonghui Zhang and
                  Tomas Balezentis},
  title        = {Forecasting tourism demand with search engine data: {A} hybrid CNN-BiLSTM
                  model based on Boruta feature selection},
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  volume       = {61},
  number       = {2},
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@article{DBLP:journals/istr/KhayyatZZNU24,
  author       = {Mashael M. Khayyat and
                  Nuha Zamzami and
                  Li Zhang and
                  Michele Nappi and
                  Muhammad Umer},
  title        = {Fuzzy-CNN: Improving personal human identification based on {IRIS}
                  recognition using {LBP} features},
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@article{DBLP:journals/itc/BaoS24,
  author       = {Dianqing Bao and
                  Wen Su},
  title        = {Personalized Intelligent Recommendation Model Construction Based on
                  Online Learning Behavior Features and {CNN}},
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  volume       = {53},
  number       = {1},
  pages        = {115--127},
  year         = {2024}
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@article{DBLP:journals/ivc/Attallah24,
  author       = {Omneya Attallah},
  title        = {Acute lymphocytic leukemia detection and subtype classification via
                  extended wavelet pooling based-CNNs and statistical-texture features},
  journal      = {Image Vis. Comput.},
  volume       = {147},
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}
@article{DBLP:journals/jaihc/SitaulaS24,
  author       = {Chiranjibi Sitaula and
                  Tej Bahadur Shahi},
  title        = {Multi-channel {CNN} to classify Nepali {COVID-19} related tweets using
                  hybrid features},
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  volume       = {15},
  number       = {3},
  pages        = {2047--2056},
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@article{DBLP:journals/jifs/JayachandranG24,
  author       = {A. Jayachandran and
                  S. Ganesh},
  title        = {Deep CNN-based microaneurysm segmentation system in retinal images
                  using multi-level features},
  journal      = {J. Intell. Fuzzy Syst.},
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@article{DBLP:journals/jifs/LiTGHM24,
  author       = {Zhongliang Li and
                  Xuezhen Tu and
                  Hong Gao and
                  Shiyue Huang and
                  Zongmin Ma},
  title        = {LogCSS: Log anomaly detection based on {BERT-CNN} with context-semantics-statistics
                  features},
  journal      = {J. Intell. Fuzzy Syst.},
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@article{DBLP:journals/jksucis/NarenB24,
  author       = {J. Naren and
                  A. Ramesh Babu},
  title        = {{EEG} stress classification based on Doppler spectral features for
                  ensemble 1D-CNN with {LCL} activation function},
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@article{DBLP:journals/jmmis/KimLK24,
  author       = {Hee{-}jin Kim and
                  Dong{-}seok Lee and
                  Soon{-}kak Kwon},
  title        = {Image Reconstruction Method by Spatial Feature Prediction Using {CNN}
                  and Attention},
  journal      = {J. Multim. Inf. Syst.},
  volume       = {11},
  number       = {1},
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@article{DBLP:journals/jois/MarzoukE24,
  author       = {Marwa A. Marzouk and
                  Mohamed Elkholy},
  title        = {Combining bag of visual words-based features with {CNN} in image classification},
  journal      = {J. Intell. Syst.},
  volume       = {33},
  number       = {1},
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@article{DBLP:journals/lgrs/NieSSNG24,
  author       = {Jinyan Nie and
                  He Sun and
                  Xu Sun and
                  Li Ni and
                  Lianru Gao},
  title        = {Cross-Modal Feature Fusion and Interaction Strategy for CNN-Transformer-Based
                  Object Detection in Visual and Infrared Remote Sensing Imagery},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {21},
  pages        = {1--5},
  year         = {2024}
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@article{DBLP:journals/lgrs/WangLRLWRL24,
  author       = {Wuli Wang and
                  Chong Li and
                  Peng Ren and
                  Xinchao Lu and
                  Jianbu Wang and
                  Guangbo Ren and
                  Baodi Liu},
  title        = {Dual-Branch Feature Fusion Network Based Cross-Modal Enhanced {CNN}
                  and Transformer for Hyperspectral and LiDAR Classification},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {21},
  pages        = {1--5},
  year         = {2024}
}
@article{DBLP:journals/lgrs/YuZZJHZH24,
  author       = {Lijian Yu and
                  Xiyang Zhi and
                  Shuqing Zhang and
                  Shikai Jiang and
                  Jianming Hu and
                  Wei Zhang and
                  Yuanxin Huang},
  title        = {A Method for Detecting Aircraft Small Targets in Remote Sensing Images
                  by Using CNNs Fused With Handcrafted Features},
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  volume       = {21},
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}
@article{DBLP:journals/mlc/ZhangHLLYYWRL24,
  author       = {Hongbin Zhang and
                  Lang Hu and
                  Weinan Liang and
                  Zhijie Li and
                  Meng Yuan and
                  Yiyuan Ye and
                  Zelin Wang and
                  Yafeng Ren and
                  Xiong Li},
  title        = {{BCT-OFD:} bridging {CNN} and transformer via online feature distillation
                  for {COVID-19} image recognition},
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@article{DBLP:journals/mta/BoufssasseHJE24,
  author       = {Ali Boufssasse and
                  El houssaine Hssayni and
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@article{DBLP:journals/mta/KaradenizBC24,
  author       = {Alper Talha Karadeniz and
                  Erdal Basaran and
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  author       = {Yanlin Liu and
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                  Jizheng Yi and
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  title        = {Combined {CNN} {LSTM} with attention for speech emotion recognition
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  author       = {Asif Mehmood and
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                  Muhammad Sharif and
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                  Naveed Riaz and
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                  {CNN} features selection},
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                  Santanu Phadikar},
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  author       = {Amir Sezavar and
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                  Feature Encoding and Multi-Head Attention Pooling},
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  title        = {Comparative efficacy of histogram-based local descriptors and CNNs
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  title        = {Advancing fire detection: two-stage deep learning with hybrid feature
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  author       = {Shi Wang and
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  title        = {Harmonizing local and global features: enhanced hand gesture segmentation
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  author       = {Muhammed Yildirim and
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  title        = {A new hybrid approach based on AOA, {CNN} and feature fusion that
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  title        = {{CD-CTFM:} {A} Lightweight CNN-Transformer Network for Remote Sensing
                  Cloud Detection Fusing Multiscale Features},
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  author       = {Zeyang Zhao and
                  Tao Chen and
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                  Gang Liu and
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  title        = {Landslide Susceptibility Mapping Considering Landslide Local-Global
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  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {17},
  pages        = {7475--7489},
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  author       = {Baozhen Sun and
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                  Yongkang Cheng and
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  title        = {Bidirectional Interaction of {CNN} and Transformer Feature for Visual
                  Tracking},
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  author       = {Linlin Wang and
                  Junping Zhang and
                  Lorenzo Bruzzone},
  title        = {MixCDNet: {A} Lightweight Change Detection Network Mixing Features
                  Across {CNN} and Transformer},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {62},
  pages        = {1--15},
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@article{DBLP:journals/tifs/HuangFHYG24,
  author       = {Yilong Huang and
                  Fan Fan and
                  Chaofeng Huang and
                  Haomiao Yang and
                  Min Gu},
  title        = {{MA-DG:} Learning Features of Sequences in Different Dimensions for
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@article{DBLP:journals/tim/GuoSLD24,
  author       = {Yuanpu Guo and
                  Haixin Sun and
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  title        = {Radar Signal Recognition Based on {CNN} With a Hybrid Attention Mechanism
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  volume       = {73},
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@article{DBLP:journals/tim/KumarVBM24,
  author       = {Anurodh Kumar and
                  Amit Vishwakarma and
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  title        = {Novel Mixed Domain Hand-Crafted Features for Skin Disease Recognition
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  journal      = {{IEEE} Trans. Instrum. Meas.},
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@article{DBLP:journals/titb/LiuLZZCLM24,
  author       = {Zeng{-}Ding Liu and
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                  Yuan{-}Ting Zhang and
                  Jia Zeng and
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                  Jikui Liu and
                  Fen Miao},
  title        = {HGCTNet: Handcrafted Feature-Guided {CNN} and Transformer Network
                  for Wearable Cuffless Blood Pressure Measurement},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {28},
  number       = {7},
  pages        = {3882--3894},
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@article{DBLP:journals/tmi/KuangWLWCHQW24,
  author       = {Hulin Kuang and
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                  Quanliang Cao and
                  Bo Hu and
                  Wu Qiu and
                  Jianxin Wang},
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  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {43},
  number       = {6},
  pages        = {2303--2316},
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@article{DBLP:journals/tnn/ZhouIX24,
  author       = {Zixia Zhou and
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  title        = {Multibranch {CNN} With MLP-Mixer-Based Feature Exploration for High-Performance
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  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
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  number       = {6},
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  author       = {Jianxin Wang and
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  title        = {Image super-resolution method based on the interactive fusion of transformer
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@inproceedings{DBLP:conf/acmturc/LiuSYB24,
  author       = {Lulu Liu and
                  Tianqi Sun and
                  Liangbin Yang and
                  Jing Bai},
  title        = {{TAM-CNN:} An Enhanced Malicious Encrypted Traffic Detection Method
                  with Feature-Threshold Images},
  booktitle    = {{ACM} {TUR-C}},
  publisher    = {{ACM}},
  year         = {2024}
}
@inproceedings{DBLP:conf/biostec/AreroZWW24,
  author       = {Wariyo G. Arero and
                  Yaqin Zhao and
                  Longwen Wu and
                  Yi Wang},
  title        = {{DKCDF:} Dual-Kernel {CNN} with Dual Feature Fusion for Lung Cancer
                  Detection},
  booktitle    = {{BIOSTEC} {(1)}},
  pages        = {54--64},
  publisher    = {{SCITEPRESS}},
  year         = {2024}
}
@inproceedings{DBLP:conf/caepia/LopezGonzalezGBP24,
  author       = {Clara I. L{\'{o}}pez{-}Gonz{\'{a}}lez and
                  Mar{\'{\i}}a Jos{\'{e}} G{\'{o}}mez{-}Silva and
                  Eva Besada{-}Portas and
                  Gonzalo Pajares},
  title        = {Preserving the Essential Features in CNNs: Pruning and Analysis},
  booktitle    = {{CAEPIA}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14640},
  pages        = {131--141},
  publisher    = {Springer},
  year         = {2024}
}
@inproceedings{DBLP:conf/clef/SanjeshM24,
  author       = {Riya Sanjesh and
                  Alamelu Mangai},
  title        = {Team riyahsanjesh at {PAN:} Multi-feature with {CNN} and Bi-LSTM Neural
                  Network Approach to Style Change Detection},
  booktitle    = {{CLEF} (Working Notes)},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3740},
  pages        = {2881--2885},
  publisher    = {CEUR-WS.org},
  year         = {2024}
}
@inproceedings{DBLP:conf/csaide/ZhaoSWFL24,
  author       = {Huiqi Zhao and
                  Shunfa Sun and
                  Rui Wang and
                  Fang Fan and
                  Lu Liu},
  title        = {{CTCRNN:} {A} Hybrid CNN-BiLSTM Based Classification Method for Industrial
                  IoT Encrypted Traffic Based on Spatiotemporal Features},
  booktitle    = {{CSAIDE}},
  pages        = {1--6},
  publisher    = {{ACM}},
  year         = {2024}
}
@inproceedings{DBLP:conf/icaiic/ParkB24,
  author       = {KwanYong Park and
                  Jun{-}Geol Baek},
  title        = {{DSP} {R-CNN:} Direct Set Prediction Region with {CNN} features},
  booktitle    = {{ICAIIC}},
  pages        = {307--312},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/iccci/AlzahemBDK24,
  author       = {Ayyub Alzahem and
                  Wadii Boulila and
                  Maha Driss and
                  Anis Koubaa},
  title        = {Feature Fusion for Improved Classification: Combining Dempster-Shafer
                  Theory and Multiple {CNN} Architectures},
  booktitle    = {{ICCCI} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14811},
  pages        = {280--292},
  publisher    = {Springer},
  year         = {2024}
}
@inproceedings{DBLP:conf/iccsa/HongHT24,
  author       = {Le Thi Thu Hong and
                  Nguyen Sinh Huy and
                  Doan Quang Tu},
  title        = {Tomato Disease Detection from Tomato Leaf Images Using CNN-Based Feature
                  Extraction, Feature Selection with Whale Optimization Algorithm, and
                  {SVM} Classifier},
  booktitle    = {{ICCSA} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14813},
  pages        = {192--205},
  publisher    = {Springer},
  year         = {2024}
}
@inproceedings{DBLP:conf/icdar2/TrinhVLLNP24,
  author       = {Tan Dat Trinh and
                  Thanh{-}Sang Vu{-}Ngoc and
                  Lam{-}Thuy Le{-}Nhi and
                  Duy{-}Dong Le and
                  Thai{-}Binh Nguyen and
                  The Bao Pham},
  title        = {Violence Detection in Videos based on {CNN} feature for ConvLSTM2D},
  booktitle    = {ICDAR@ICMR},
  pages        = {33--36},
  publisher    = {{ACM}},
  year         = {2024}
}
@inproceedings{DBLP:conf/icml/WenJ24,
  author       = {Yuxiao Wen and
                  Arthur Jacot},
  title        = {Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature
                  Learning},
  booktitle    = {{ICML}},
  publisher    = {OpenReview.net},
  year         = {2024}
}
@inproceedings{DBLP:conf/igarss/GhoshDCB24,
  author       = {Raktim Ghosh and
                  Amer Delilbasic and
                  Gabriele Cavallaro and
                  Francesca Bovolo},
  title        = {A {CNN} Architecture Tailored For Quantum Feature Map-Based Radar
                  Sounder Signal Segmentation},
  booktitle    = {{IGARSS}},
  pages        = {442--445},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/igarss/LiC24,
  author       = {Xinran Li and
                  Tao Chen},
  title        = {Landslide Recognition Based on {CNN} and Transformer Feature Fusion},
  booktitle    = {{IGARSS}},
  pages        = {8246--8249},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/igarss/WangZZZ24,
  author       = {Zhaoquan Wang and
                  Lamei Zhang and
                  Bin Zou and
                  Shurong Zhang},
  title        = {PolSAR Image Classification via Feature Selection and Edge Preservation
                  Using Attention-Based {CNN}},
  booktitle    = {{IGARSS}},
  pages        = {11268--11271},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/ih/WaniQCA24,
  author       = {Taiba Majid Wani and
                  Syed Asif Ahmad Qadri and
                  Danilo Comminiello and
                  Irene Amerini},
  title        = {Detecting Audio Deepfakes: Integrating {CNN} and BiLSTM with Multi-Feature
                  Concatenation},
  booktitle    = {IH{\&}MMSec},
  pages        = {271--276},
  publisher    = {{ACM}},
  year         = {2024}
}
@inproceedings{DBLP:conf/ijcnn/LiZWWX24,
  author       = {Yuqing Li and
                  Ying Zhang and
                  Xianke Wang and
                  Ruimin Wu and
                  Wei Xu},
  title        = {CNN-Transformer Ensemble: Advancing Visual Piano Transcription with
                  Global and Local Features},
  booktitle    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/ijcnn/YangXC24,
  author       = {Tingting Yang and
                  Chenhao Xue and
                  Jun Chen},
  title        = {Design of Driver Stress Prediction Model with {CNN-LSTM:} Exploration
                  of Feature Space using Genetic Programming},
  booktitle    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/isbi/ZhaoZW24,
  author       = {Weiren Zhao and
                  Lanfeng Zhong and
                  Guotai Wang},
  title        = {{SEMI-CONTRANS:} Semi-Supervised Medical Image Segmentation via Multi-Scale
                  Feature Fusion and Cross Teaching of {CNN} and Transformer},
  booktitle    = {{ISBI}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/isbra/ZhouKWW24,
  author       = {Jiancun Zhou and
                  Hulin Kuang and
                  Yahui Wang and
                  Jianxin Wang},
  title        = {Hybrid {CNN} and Low-Complexity Transformer Network with Attention-Based
                  Feature Fusion for Predicting Lung Cancer Tumor After Neoadjuvant
                  Chemoimmunotherapy},
  booktitle    = {{ISBRA} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14954},
  pages        = {408--417},
  publisher    = {Springer},
  year         = {2024}
}
@inproceedings{DBLP:conf/iscas/TogawaJ24,
  author       = {Sora Togawa and
                  Kenya Jin'no},
  title        = {Examination of the Relationship between Feature Extraction by Kernels
                  and {CNN} Performance},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/memea/GhourabiMSC24,
  author       = {Malak Ghourabi and
                  Farah Mourad{-}Chehade and
                  Racha Soubra and
                  Aly Chkeir},
  title        = {Enhanced Cough Analysis Using 1-Dimensional {CNN} Features for Respiratory
                  Health Diagnosis},
  booktitle    = {MeMeA},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/vr/WaldowF024,
  author       = {Kristoffer Waldow and
                  Arnulph Fuhrmann and
                  Daniel Roth},
  title        = {Facial Feature Enhancement for Immersive Real-Time Avatar-Based Sign
                  Language Communication Using Personalized CNNs},
  booktitle    = {{VR} Workshops},
  pages        = {919--920},
  publisher    = {{IEEE}},
  year         = {2024}
}
@inproceedings{DBLP:conf/wincom/JouhariBI24,
  author       = {Mohammed Jouhari and
                  Hafsa Benaddi and
                  Khalil Ibrahimi},
  title        = {Efficient Intrusion Detection: Combining X\({}^{\mbox{2}}\) Feature
                  Selection with CNN-BiLSTM on the {UNSW-NB15} Dataset},
  booktitle    = {{WINCOM}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2402-03338,
  author       = {Sina Montazeri and
                  Akram Mirzaeinia and
                  Amir Mirzaeinia},
  title        = {{CNN-DRL} with Shuffled Features in Finance},
  journal      = {CoRR},
  volume       = {abs/2402.03338},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2402-08010,
  author       = {Yuxiao Wen and
                  Arthur Jacot},
  title        = {Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2402.08010},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-09533,
  author       = {Bin Wang and
                  Fei Deng and
                  Peifan Jiang and
                  Shuang Wang and
                  Xiao Han and
                  Zhixuan Zhang},
  title        = {WiTUnet: {A} U-Shaped Architecture Integrating {CNN} and Transformer
                  for Improved Feature Alignment and Local Information Fusion},
  journal      = {CoRR},
  volume       = {abs/2404.09533},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-14019,
  author       = {Ming Kang and
                  Fung Fung Ting and
                  Rapha{\"{e}}l C.{-}W. Phan and
                  Zongyuan Ge and
                  Chee{-}Ming Ting},
  title        = {A Multimodal Feature Distillation with CNN-Transformer Network for
                  Brain Tumor Segmentation with Incomplete Modalities},
  journal      = {CoRR},
  volume       = {abs/2404.14019},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2404-19341,
  author       = {Soham Mitra and
                  Atri Sukul and
                  Swalpa Kumar Roy and
                  Pravendra Singh and
                  Vinay Kumar Verma},
  title        = {Reliable or Deceptive? Investigating Gated Features for Smooth Visual
                  Explanations in CNNs},
  journal      = {CoRR},
  volume       = {abs/2404.19341},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-00025,
  author       = {Md. Shohanur Islam Sobuj and
                  Md. Imran Hossen and
                  Md. Foysal Mahmud and
                  Mahbub Ul Islam Khan},
  title        = {Leveraging Pre-trained CNNs for Efficient Feature Extraction in Rice
                  Leaf Disease Classification},
  journal      = {CoRR},
  volume       = {abs/2405.00025},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-02334,
  author       = {Francesco Prinzi and
                  Carmelo Militello and
                  Calogero Zarcaro and
                  Tommaso Vincenzo Bartolotta and
                  Salvatore Gaglio and
                  Salvatore Vitabile},
  title        = {Rad4XCNN: a new agnostic method for post-hoc global explanation of
                  CNN-derived features by means of radiomics},
  journal      = {CoRR},
  volume       = {abs/2405.02334},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-12986,
  author       = {Saddam Hussain Khan},
  title        = {A Novel Feature Map Enhancement Technique Integrating Residual {CNN}
                  and Transformer for Alzheimer Diseases Diagnosis},
  journal      = {CoRR},
  volume       = {abs/2405.12986},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-16114,
  author       = {Huanbai Liu and
                  Fanlong Zhang and
                  Yin Tan and
                  Lian Huang and
                  Yan Li and
                  Guoheng Huang and
                  Shenghong Luo and
                  An Zeng},
  title        = {Multi-scale Quaternion {CNN} and BiGRU with Cross Self-attention Feature
                  Fusion for Fault Diagnosis of Bearing},
  journal      = {CoRR},
  volume       = {abs/2405.16114},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-20230,
  author       = {Ayyub Alzahem and
                  Wadii Boulila and
                  Maha Driss and
                  Anis Koubaa},
  title        = {Feature Fusion for Improved Classification: Combining Dempster-Shafer
                  Theory and Multiple {CNN} Architectures},
  journal      = {CoRR},
  volume       = {abs/2405.20230},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-20672,
  author       = {Davide Coppola and
                  Hwee Kuan Lee},
  title        = {Investigating and unmasking feature-level vulnerabilities of CNNs
                  to adversarial perturbations},
  journal      = {CoRR},
  volume       = {abs/2405.20672},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2407-11553,
  author       = {Zihan Tang and
                  Tianyao Ji and
                  Wenhu Tang},
  title        = {Learning Global and Local Features of Power Load Series Through Transformer
                  and 2D-CNN: An Image-based Multi-step Forecasting Approach Incorporating
                  Phase Space Reconstruction},
  journal      = {CoRR},
  volume       = {abs/2407.11553},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2407-14945,
  author       = {Mohammed Jouhari and
                  Hafsa Benaddi and
                  Khalil Ibrahimi},
  title        = {Efficient Intrusion Detection: Combining {\(\chi\)}\({}^{\mbox{2}}\)
                  Feature Selection with CNN-BiLSTM on the {UNSW-NB15} Dataset},
  journal      = {CoRR},
  volume       = {abs/2407.14945},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2407-19472,
  author       = {Fernando Alonso{-}Fernandez and
                  Kevin Hernandez{-}Diaz and
                  Prayag Tiwari and
                  Josef Big{\"{u}}n},
  title        = {Combined {CNN} and ViT features off-the-shelf: Another astounding
                  baseline for recognition},
  journal      = {CoRR},
  volume       = {abs/2407.19472},
  year         = {2024}
}
@article{DBLP:journals/access/AlsuhimatM23,
  author       = {Fadi Mohammad Alsuhimat and
                  Fatma Susilawati Mohamad},
  title        = {A Hybrid Method of Feature Extraction for Signatures Verification
                  Using {CNN} and {HOG} a Multi-Classification Approach},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {21873--21882},
  year         = {2023}
}
@article{DBLP:journals/access/BuiS23,
  author       = {Quang Huy Bui and
                  Jae Kyu Suhr},
  title        = {CNN-Based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale
                  Feature Extraction},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {58491--58505},
  year         = {2023}
}
@article{DBLP:journals/access/FengZH23,
  author       = {Ziyi Feng and
                  Peizhen Zhang and
                  Xinze Huo},
  title        = {Underwater Target Classification Based on Feature Fusion and Gene
                  Encoding of CNN-BIGRU-Attention},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {139546--139556},
  year         = {2023}
}
@article{DBLP:journals/access/GoniMINIAK23,
  author       = {Md. Omaer Faruq Goni and
                  Md. Nazrul Islam Mondal and
                  S. M. Riazul Islam and
                  Md. Nahiduzzaman and
                  Md. Robiul Islam and
                  Md. Shamim Anower and
                  Kyung{-}Sup Kwak},
  title        = {Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine
                  Algorithm With {CNN} Feature Extraction and Parasite Inflator},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {4117--4130},
  year         = {2023}
}
@article{DBLP:journals/access/GuoWGWD23,
  author       = {Enze Guo and
                  Hao Wu and
                  Ming Guo and
                  Yinan Wu and
                  Jian Dong},
  title        = {Dilated {CNN} Design Approach for Extracting Multi-Scale Features
                  in Radar Emitter Classification},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {129205--129216},
  year         = {2023}
}
@article{DBLP:journals/access/HasenstabHMCPH23,
  author       = {Kyle Hasenstab and
                  Justin Huynh and
                  Samira Masoudi and
                  Guilherme M. Cunha and
                  Michael J. Pazzani and
                  Albert Hsiao},
  title        = {Feature Interpretation Using Generative Adversarial Networks {(FIGAN):}
                  {A} Framework for Visualizing a CNN's Learned Features},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {5144--5160},
  year         = {2023}
}
@article{DBLP:journals/access/KuttalaSO23,
  author       = {Devika Kuttala and
                  Ramanathan Subramanian and
                  Venkata Ramana Murthy Oruganti},
  title        = {Multimodal Hierarchical {CNN} Feature Fusion for Stress Detection},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {6867--6878},
  year         = {2023}
}
@article{DBLP:journals/access/KwongCTL23,
  author       = {Ngai{-}Wing Kwong and
                  Yui{-}Lam Chan and
                  Sik{-}Ho Tsang and
                  Daniel Pak{-}Kong Lun},
  title        = {Quality Feature Learning via Multi-Channel {CNN} and {GRU} for No-Reference
                  Video Quality Assessment},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {28060--28075},
  year         = {2023}
}
@article{DBLP:journals/access/LiFWL23,
  author       = {Tianyi Li and
                  Baole Fu and
                  Zixuan Wu and
                  Yinhua Liu},
  title        = {EEG-Based Emotion Recognition Using Spatial-Temporal-Connective Features
                  via Multi-Scale {CNN}},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {41859--41867},
  year         = {2023}
}
@article{DBLP:journals/access/LiuZLYZX23,
  author       = {Haitao Liu and
                  Xiuliang Zhang and
                  Penggao Li and
                  Yu Yao and
                  Sheng Zhang and
                  Qian Xiao},
  title        = {Time Delay Estimation for Sound Source Localization Using CNN-Based
                  Multi-GCC Feature Fusion},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {140789--140800},
  year         = {2023}
}
@article{DBLP:journals/access/MaHSSWJL23,
  author       = {Yahong Ma and
                  Zhentao Huang and
                  Jianyun Su and
                  Hangyu Shi and
                  Dong Wang and
                  Shanshan Jia and
                  Weisu Li},
  title        = {A Multi-Channel Feature Fusion CNN-Bi-LSTM Epilepsy {EEG} Classification
                  and Prediction Model Based on Attention Mechanism},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {62855--62864},
  year         = {2023}
}
@article{DBLP:journals/access/OzkayaS23,
  author       = {{\c{C}}agin {\"{O}}zkaya and
                  Seref Sagiroglu},
  title        = {Glioma Grade Classification Using CNNs and Segmentation With an Adaptive
                  Approach Using Histogram Features in Brain MRIs},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {52275--52287},
  year         = {2023}
}
@article{DBLP:journals/access/PrasannaRB23,
  author       = {Chintalpudi S. L. Prasanna and
                  Md. Zia Ur Rahman and
                  Masreshaw D. Bayleyegn},
  title        = {Brain Epileptic Seizure Detection Using Joint {CNN} and Exhaustive
                  Feature Selection With {RNN-BLSTM} Classifier},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {97990--98004},
  year         = {2023}
}
@article{DBLP:journals/access/SaidSA23,
  author       = {Rachid Ben Said and
                  Zakaria Sabir and
                  Iman N. Askerzade},
  title        = {CNN-BiLSTM: {A} Hybrid Deep Learning Approach for Network Intrusion
                  Detection System in Software-Defined Networking With Hybrid Feature
                  Selection},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {138732--138747},
  year         = {2023}
}
@article{DBLP:journals/access/ShahzadBJRA23,
  author       = {H. M. Shahzad and
                  Sohail Masood Bhatti and
                  M. Arfan Jaffar and
                  Muhammad Rashid and
                  Sheeraz Akram},
  title        = {Multi-Modal {CNN} Features Fusion for Emotion Recognition: {A} Modified
                  Xception Model},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {94281--94289},
  year         = {2023}
}
@article{DBLP:journals/anor/RanjbarzadehSGEPPAB23,
  author       = {Ramin Ranjbarzadeh and
                  Nazanin Tataei Sarshar and
                  Saeid Jafarzadeh Ghoushchi and
                  Mohammad Saleh Esfahani and
                  Mahboub Parhizkar and
                  Yaghoub Pourasad and
                  Shokofeh Anari and
                  Malika Bendechache},
  title        = {{MRFE-CNN:} multi-route feature extraction model for breast tumor
                  segmentation in Mammograms using a convolutional neural network},
  journal      = {Ann. Oper. Res.},
  volume       = {328},
  number       = {1},
  pages        = {1021--1042},
  year         = {2023}
}
@article{DBLP:journals/apin/BiZWTFS23,
  author       = {Hongbo Bi and
                  Jiayuan Zhang and
                  Ranwan Wu and
                  Yuyu Tong and
                  Xiaowei Fu and
                  Keyong Shao},
  title        = {{RGB-T} salient object detection via excavating and enhancing {CNN}
                  features},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {21},
  pages        = {25543--25561},
  year         = {2023}
}
@article{DBLP:journals/apin/HamadSS23,
  author       = {Qusay Shihab Hamad and
                  Hussein Samma and
                  Shahrel Azmin Suandi},
  title        = {Feature selection of pre-trained shallow {CNN} using the {QLESCA}
                  optimizer: {COVID-19} detection as a case study},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {15},
  pages        = {18630--18652},
  year         = {2023}
}
@article{DBLP:journals/apin/WatanobeRAK23,
  author       = {Yutaka Watanobe and
                  Md. Mostafizer Rahman and
                  Md. Faizul Ibne Amin and
                  Raihan Kabir},
  title        = {Identifying algorithm in program code based on structural features
                  using {CNN} classification model},
  journal      = {Appl. Intell.},
  volume       = {53},
  number       = {10},
  pages        = {12210--12236},
  year         = {2023}
}
@article{DBLP:journals/array/RahmanFRSRA23,
  author       = {Md. Wahidur Rahman and
                  Mohammad Gazi Golam Faruque and
                  Kaniz Roksana and
                  A H. M. Saifullah Sadi and
                  Mohammad Motiur Rahman and
                  Mir Mohammad Azad},
  title        = {Multiclass blood cancer classification using deep {CNN} with optimized
                  features},
  journal      = {Array},
  volume       = {18},
  pages        = {100292},
  year         = {2023}
}
@article{DBLP:journals/asc/KumarP23,
  author       = {Sanjeev Kumar and
                  Kajal Panda},
  title        = {{SDIF-CNN:} Stacking deep image features using fine-tuned convolution
                  neural network models for real-world malware detection and classification},
  journal      = {Appl. Soft Comput.},
  volume       = {146},
  pages        = {110676},
  year         = {2023}
}
@article{DBLP:journals/bib/XingZLHD23,
  author       = {Wenxuan Xing and
                  Jie Zhang and
                  Chen Li and
                  Yujia Huo and
                  Gaifang Dong},
  title        = {iAMP-Attenpred: a novel antimicrobial peptide predictor based on {BERT}
                  feature extraction method and CNN-BiLSTM-Attention combination model},
  journal      = {Briefings Bioinform.},
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}
@article{DBLP:journals/bspc/AbbaskhahSM23,
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                  Hamed Sedighi and
                  Hossein Marvi},
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                  and {CNN} structures},
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@article{DBLP:journals/bspc/AssaliBAKCB23,
  author       = {Ines Assali and
                  Ahmed Ghazi Blaiech and
                  Asma Ben Abdallah and
                  Khaled Ben Khalifa and
                  Marcel Carr{\`{e}}re and
                  Mohamed H{\'{e}}di Bedoui},
  title        = {CNN-based classification of epileptic states for seizure prediction
                  using combined temporal and spectral features},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {82},
  pages        = {104519},
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}
@article{DBLP:journals/bspc/GajeraNZ23,
  author       = {Himanshu K. Gajera and
                  Deepak Ranjan Nayak and
                  Mukesh A. Zaveri},
  title        = {A comprehensive analysis of dermoscopy images for melanoma detection
                  via deep {CNN} features},
  journal      = {Biomed. Signal Process. Control.},
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@article{DBLP:journals/bspc/Imani23,
  author       = {Maryam Imani},
  title        = {Alzheimer's diseases diagnosis using fusion of high informative BiLSTM
                  and {CNN} features of {EEG} signal},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {86},
  number       = {Part {C}},
  pages        = {105298},
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}
@article{DBLP:journals/bspc/RazaliISKO23,
  author       = {Noor Fadzilah Razali and
                  Iza Sazanita Isa and
                  Siti Noraini Sulaiman and
                  Noor Khairiah A. Karim and
                  Muhammad Khusairi Osman},
  title        = {CNN-Wavelet scattering textural feature fusion for classifying breast
                  tissue in mammograms},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {83},
  pages        = {104683},
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}
@article{DBLP:journals/bspc/Tasci23,
  author       = {Burak Tasci},
  title        = {Automated ischemic acute infarction detection using pre-trained {CNN}
                  models' deep features},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {82},
  pages        = {104603},
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}
@article{DBLP:journals/cbm/MaQXZLWM23,
  author       = {Zhou Ma and
                  Yunliang Qi and
                  Chunbo Xu and
                  Wei Zhao and
                  Meng Lou and
                  Yiming Wang and
                  Yide Ma},
  title        = {ATFE-Net: Axial Transformer and Feature Enhancement-based {CNN} for
                  ultrasound breast mass segmentation},
  journal      = {Comput. Biol. Medicine},
  volume       = {153},
  pages        = {106533},
  year         = {2023}
}
@article{DBLP:journals/cbm/WuYSC23,
  author       = {Xiaolong Wu and
                  Jianhong Yang and
                  Yongcong Shao and
                  Xuewei Chen},
  title        = {Mental fatigue assessment by an arbitrary channel {EEG} based on morphological
                  features and {LSTM-CNN}},
  journal      = {Comput. Biol. Medicine},
  volume       = {167},
  pages        = {107652},
  year         = {2023}
}
@article{DBLP:journals/cbm/XiongCNGMX23,
  author       = {Baoping Xiong and
                  Wensheng Chen and
                  Yinxi Niu and
                  Zhenhua Gan and
                  Guojun Mao and
                  Yong Xu},
  title        = {A Global and Local Feature fused {CNN} architecture for the sEMG-based
                  hand gesture recognition},
  journal      = {Comput. Biol. Medicine},
  volume       = {166},
  pages        = {107497},
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}
@article{DBLP:journals/cea/CaoZHLLXY23,
  author       = {Yangyang Cao and
                  Zuoxi Zhao and
                  Yuan Huang and
                  Xu Lin and
                  Shuyuan Luo and
                  Borui Xiang and
                  Houcheng Yang},
  title        = {Case instance segmentation of small farmland based on Mask {R-CNN}
                  of feature pyramid network with double attention mechanism in high
                  resolution satellite images},
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  volume       = {212},
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}
@article{DBLP:journals/cea/DoganTCKOK23,
  author       = {Musa Dogan and
                  Yavuz Selim Taspinar and
                  Ilkay Cinar and
                  Ramazan Kursun and
                  Ilker Ali {\"{O}}zkan and
                  Murat Koklu},
  title        = {Dry bean cultivars classification using deep cnn features and salp
                  swarm algorithm based extreme learning machine},
  journal      = {Comput. Electron. Agric.},
  volume       = {204},
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}
@article{DBLP:journals/cluster/LanjewarPSS23,
  author       = {Madhusudan G. Lanjewar and
                  Jivan Parab and
                  Arman Yusuf Shaikh and
                  Marlon Sequeira},
  title        = {{CNN} with machine learning approaches using ExtraTreesClassifier
                  and {MRMR} feature selection techniques to detect liver diseases on
                  cloud},
  journal      = {Clust. Comput.},
  volume       = {26},
  number       = {6},
  pages        = {3657--3672},
  year         = {2023}
}
@article{DBLP:journals/cmbbeiv/NarhariMSS23,
  author       = {Bansode Balbhim Narhari and
                  Bakwad Kamlakar Murlidhar and
                  Ajij Dildar Sayyad and
                  Ganesh Shahubha Sable},
  title        = {Deep CNN-based feature extraction with optimised {LSTM} for enhanced
                  diabetic retinopathy detection},
  journal      = {Comput. methods Biomech. Biomed. Eng. Imaging Vis.},
  volume       = {11},
  number       = {3},
  pages        = {960--975},
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}
@article{DBLP:journals/cmbbeiv/RaoS23,
  author       = {K. Tarakeswara Rao and
                  K. Sridevi},
  title        = {Development of tuned hybrid fuzzy and BiLSTM-based epileptic seizure
                  classification model with stacked 1D-CNN-fisher discriminant feature
                  selection},
  journal      = {Comput. methods Biomech. Biomed. Eng. Imaging Vis.},
  volume       = {11},
  number       = {6},
  pages        = {2239--2261},
  year         = {2023}
}
@article{DBLP:journals/cmpb/HuangWHZCCC23,
  author       = {Yao{-}Sian Huang and
                  Teh{-}Chen Wang and
                  Sheng{-}Zhi Huang and
                  Jun Zhang and
                  Hsin{-}Ming Chen and
                  Yeun{-}Chung Chang and
                  Ruey{-}Feng Chang},
  title        = {An improved 3-D attention {CNN} with hybrid loss and feature fusion
                  for pulmonary nodule classification},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {229},
  pages        = {107278},
  year         = {2023}
}
@article{DBLP:journals/eaai/FengW23,
  author       = {Zhigang Feng and
                  Peng Wang},
  title        = {A model adaptive updating kernel correlation filter tracker with deep
                  {CNN} features},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {123},
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  pages        = {106250},
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}
@article{DBLP:journals/eaai/KosarB23,
  author       = {Enes Kosar and
                  Billur Barshan},
  title        = {A new {CNN-LSTM} architecture for activity recognition employing wearable
                  motion sensor data: Enabling diverse feature extraction},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {124},
  pages        = {106529},
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}
@article{DBLP:journals/eaai/ZhaoYJGMHLSY23,
  author       = {Zeni Zhao and
                  Sining Yun and
                  Lingyun Jia and
                  Jiaxin Guo and
                  Yao Meng and
                  Ning He and
                  Xuejuan Li and
                  Jiarong Shi and
                  Liu Yang},
  title        = {Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind
                  power considering spatio-temporal features},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {121},
  pages        = {105982},
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}
@article{DBLP:journals/eaai/ZhouSYTXWZ23,
  author       = {Zhicheng Zhou and
                  Gang Sun and
                  Long Yu and
                  Shengwei Tian and
                  Guangli Xiao and
                  Junwen Wang and
                  Shaofeng Zhou},
  title        = {RFIA-Net: Rich CNN-transformer network based on asymmetric fusion
                  feature aggregation to classify stage {I} multimodality oesophageal
                  cancer images},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {118},
  pages        = {105703},
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}
@article{DBLP:journals/elektrik/KumarVB23,
  author       = {Anurodh Kumar and
                  Amit Vishwakarma and
                  Varun Bajaj},
  title        = {A unique hybrid domain hand-crafted feature to classify colorectal
                  tissue histopathological images using multiheaded {CNN}},
  journal      = {Turkish J. Electr. Eng. Comput. Sci.},
  volume       = {31},
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  year         = {2023}
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@article{DBLP:journals/esi/Ari23,
  author       = {Ali Ari},
  title        = {Multipath feature fusion for hyperspectral image classification based
                  on hybrid 3D/2D {CNN} and squeeze-excitation network},
  journal      = {Earth Sci. Informatics},
  volume       = {16},
  number       = {1},
  pages        = {175--191},
  year         = {2023}
}
@article{DBLP:journals/eswa/Attallah23,
  author       = {Omneya Attallah},
  title        = {CerCan{\(\cdot\)}Net: Cervical cancer classification model via multi-layer
                  feature ensembles of lightweight CNNs and transfer learning},
  journal      = {Expert Syst. Appl.},
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  pages        = {120624},
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}
@article{DBLP:journals/eswa/KunhothASA23,
  author       = {Jayakanth Kunhoth and
                  Somaya Al{-}M{\'{a}}adeed and
                  Moutaz Saleh Mustafa Saleh and
                  Younes Akbari},
  title        = {{CNN} feature and classifier fusion on novel transformed image dataset
                  for dysgraphia diagnosis in children},
  journal      = {Expert Syst. Appl.},
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}
@article{DBLP:journals/eswa/WangWTYL23,
  author       = {Yong Wang and
                  Xian Wei and
                  Xuan Tang and
                  Keping Yu and
                  Lingkun Luo},
  title        = {{RGBT} tracking using randomly projected {CNN} features},
  journal      = {Expert Syst. Appl.},
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}
@article{DBLP:journals/evi/ParuchuriR23,
  author       = {Vijaya Lakshmi Paruchuri and
                  P. Rajesh},
  title        = {CyberNet: a hybrid deep {CNN} with N-gram feature selection for cyberbullying
                  detection in online social networks},
  journal      = {Evol. Intell.},
  volume       = {16},
  number       = {6},
  pages        = {1935--1949},
  year         = {2023}
}
@article{DBLP:journals/idt/JyothiLE23,
  author       = {Bankapalli Jyothi and
                  Sumalatha Lingamgunta and
                  Suneetha Eluri},
  title        = {Hybrid unstructured text features for meta-heuristic assisted deep
                  CNN-based hierarchical clustering},
  journal      = {Intell. Decis. Technol.},
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}
@article{DBLP:journals/idt/MahajanR23,
  author       = {Pranita Y. Mahajan and
                  Dipti P. Rana},
  title        = {Feature optimization in {CNN} using {MROA} for disease classification},
  journal      = {Intell. Decis. Technol.},
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}
@article{DBLP:journals/iet-com/ZhouLW23,
  author       = {Fan Zhou and
                  Jinghui Li and
                  Yang Wang},
  title        = {An improved {CNN-LSTM} network for modulation identification relying
                  on periodic features of signal},
  journal      = {{IET} Commun.},
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}
@article{DBLP:journals/iet-ipr/LiZMLL23,
  author       = {Jing Li and
                  Dongbo Zhang and
                  Bumin Meng and
                  Yongxing Li and
                  Lufeng Luo},
  title        = {{FIMF} score-CAM: Fast score-CAM based on local multi-feature integration
                  for visual interpretation of {CNNS}},
  journal      = {{IET} Image Process.},
  volume       = {17},
  number       = {3},
  pages        = {761--772},
  year         = {2023}
}
@article{DBLP:journals/ijait/MukherjeeS23,
  author       = {Nilarun Mukherjee and
                  Souvik Sengupta},
  title        = {A Hybrid {CNN} Model for Deep Feature Extraction for Diabetic Retinopathy
                  Detection and Gradation},
  journal      = {Int. J. Artif. Intell. Tools},
  volume       = {32},
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  year         = {2023}
}
@article{DBLP:journals/ijict/WangL23,
  author       = {Shitao Wang and
                  Jing Li},
  title        = {Facial expression recognition of aerobics athletes based on {CNN}
                  and {HOG} dual channel feature fusion},
  journal      = {Int. J. Inf. Commun. Technol.},
  volume       = {22},
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}
@article{DBLP:journals/ijiit/ManmadhanK23,
  author       = {Sruthy Manmadhan and
                  Binsu C. Kovoor},
  title        = {Object-Assisted Question Featurization and Multi-CNN Image Feature
                  Fusion for Visual Question Answering},
  journal      = {Int. J. Intell. Inf. Technol.},
  volume       = {19},
  number       = {1},
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}
@article{DBLP:journals/ijis/AhmedSS23,
  author       = {Ibrahim Abdulrab Ahmed and
                  Ebrahim Mohammed Senan and
                  Hamzeh Salameh Ahmad Shatnawi},
  title        = {Analysis of Histopathological Images for Early Diagnosis of Oral Squamous
                  Cell Carcinoma by Hybrid Systems Based on {CNN} Fusion Features},
  journal      = {Int. J. Intell. Syst.},
  volume       = {2023},
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}
@article{DBLP:journals/ijprai/WangDLQ23,
  author       = {Buyu Wang and
                  Weijun Duan and
                  Na Liu and
                  Jingwei Qi},
  title        = {A {CNN-SVM} Study Based on the Fusion of Spectrogram and Thermal Imaging
                  Heterogeneous Features for Pig Cough Recognition in Field Situation},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {37},
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@article{DBLP:journals/ijsnet/SinghMM23,
  author       = {Kuljeet Singh and
                  Amit Mahajan and
                  Vibhakar Mansotra},
  title        = {Hybrid {CNN-LSTM} model combined with feature selection and {SMOTE}
                  for detection of network attacks},
  journal      = {Int. J. Sens. Networks},
  volume       = {43},
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  year         = {2023}
}
@article{DBLP:journals/information/Bologna23,
  author       = {Guido Bologna},
  title        = {Transferring {CNN} Features Maps to Ensembles of Explainable Neural
                  Networks},
  journal      = {Inf.},
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  pages        = {89},
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}
@article{DBLP:journals/information/JafariK23,
  author       = {Zahra Jafari and
                  Ebrahim Karami},
  title        = {Breast Cancer Detection in Mammography Images: {A} CNN-Based Approach
                  with Feature Selection},
  journal      = {Inf.},
  volume       = {14},
  number       = {7},
  pages        = {410},
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@article{DBLP:journals/iswa/AzamMFRMJ23,
  author       = {Sami Azam and
                  Sidratul Montaha and
                  Kayes Uddin Fahim and
                  A. K. M. Rakibul Haque Rafid and
                  Md. Saddam Hossain Mukta and
                  Mirjam Jonkman},
  title        = {Using feature maps to unpack the {CNN} 'Black box' theory with two
                  medical datasets of different modality},
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@article{DBLP:journals/jaihc/CetintasTC23,
  author       = {Dilber {\c{C}}etintas and
                  Taner Tuncer and
                  Ahmet {\c{C}}inar},
  title        = {Detection of autism spectrum disorder from changing of pupil diameter
                  using multi-modal feature fusion based hybrid {CNN} model},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {14},
  number       = {8},
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  year         = {2023}
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@article{DBLP:journals/jaihc/Melekoodappattu23a,
  author       = {Jayesh George Melekoodappattu and
                  Anto Sahaya Dhas and
                  Binil Kumar Kandathil and
                  K. S. Adarsh},
  title        = {Breast cancer detection in mammogram: combining modified {CNN} and
                  texture feature based approach},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {14},
  number       = {9},
  pages        = {11397--11406},
  year         = {2023}
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@article{DBLP:journals/jaihc/NairM23,
  author       = {Madhu S. Nair and
                  Jesna Mohan},
  title        = {VSMCNN-dynamic summarization of videos using salient features from
                  multi-CNN model},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {14},
  number       = {10},
  pages        = {14071--14080},
  year         = {2023}
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@article{DBLP:journals/jaihc/NguyenGL023,
  author       = {Long D. Nguyen and
                  Ruihan Gao and
                  Dongyun Lin and
                  Zhiping Lin},
  title        = {Biomedical image classification based on a feature concatenation and
                  ensemble of deep CNNs},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {14},
  number       = {11},
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  year         = {2023}
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@article{DBLP:journals/jfi/Dou0023,
  author       = {Tong Dou and
                  Guofeng Zhang and
                  Wei Cui},
  title        = {Efficient quantum feature extraction for CNN-based learning},
  journal      = {J. Frankl. Inst.},
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  number       = {11},
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@article{DBLP:journals/jifs/DhandapaniR23,
  author       = {Sudhagar Dhandapani and
                  J. Arokia Renjith},
  title        = {An IoT and Fuzzy aware e-Healthcare system using feature optimization
                  tuned {T-CNN} with high dimensional data},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {44},
  number       = {3},
  pages        = {5137--5150},
  year         = {2023}
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@article{DBLP:journals/jifs/WuDN23,
  author       = {Cuiling Wu and
                  Xiaodong Duan and
                  Tao Ning},
  title        = {Express parcel detection based on improved faster regions with {CNN}
                  features},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {45},
  number       = {3},
  pages        = {4223--4238},
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@article{DBLP:journals/jifs/WuJZL23,
  author       = {Nengkai Wu and
                  Dongyao Jia and
                  Chuanwang Zhang and
                  Ziqi Li},
  title        = {Cervical cell classification based on strong feature {CNN-LSVM} network
                  using Adaboost optimization},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {44},
  number       = {3},
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  year         = {2023}
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@article{DBLP:journals/jifs/ZhouYSLSZ23,
  author       = {Zilong Zhou and
                  Yue Yu and
                  Chaoyang Song and
                  Zhen Liu and
                  Manman Shi and
                  Jingxiang Zhang},
  title        = {Multi-view weighted feature fusion with wavelet transform and {CNN}
                  for enhanced {CT} image recognition},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {45},
  number       = {6},
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  year         = {2023}
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@article{DBLP:journals/jim/PiaoJ23,
  author       = {Minghao Piao and
                  Cheng Hao Jin},
  title        = {{CNN} and ensemble learning based wafer map failure pattern recognition
                  based on local property based features},
  journal      = {J. Intell. Manuf.},
  volume       = {34},
  number       = {8},
  pages        = {3599--3621},
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@article{DBLP:journals/jimaging/MjahadSAM23,
  author       = {Azeddine Mjahad and
                  Mohamed Saban and
                  Hossein Azarmdel and
                  Alfredo Rosado Mu{\~{n}}oz},
  title        = {Efficient Extraction of Deep Image Features Using a Convolutional
                  Neural Network {(CNN)} for Detecting Ventricular Fibrillation and
                  Tachycardia},
  journal      = {J. Imaging},
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@article{DBLP:journals/jksucis/ElfaikN23,
  author       = {Hanane Elfaik and
                  El Habib Nfaoui},
  title        = {Leveraging feature-level fusion representations and attentional bidirectional
                  {RNN-CNN} deep models for Arabic affect analysis on Twitter},
  journal      = {J. King Saud Univ. Comput. Inf. Sci.},
  volume       = {35},
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@article{DBLP:journals/jksucis/NizamaniCNB23,
  author       = {Abdul Haseeb Nizamani and
                  Zhigang Chen and
                  Ahsan Ahmed Nizamani and
                  Uzair Aslam Bhatti},
  title        = {Advance brain tumor segmentation using feature fusion methods with
                  deep U-Net model with {CNN} for {MRI} data},
  journal      = {J. King Saud Univ. Comput. Inf. Sci.},
  volume       = {35},
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@article{DBLP:journals/jr/Robotics23j,
  title        = {Retracted: Feature Extraction and Analysis Method of Trombone Timbre
                  Based on {CNN} Model},
  journal      = {J. Robotics},
  volume       = {2023},
  pages        = {9768081:1--9768081:1},
  year         = {2023}
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@article{DBLP:journals/jssc/LinUYMM23,
  author       = {Jinhai Lin and
                  Ka{-}Fai Un and
                  Wei{-}Han Yu and
                  Rui Paulo Martins and
                  Pui{-}In Mak},
  title        = {A 47-nW Voice Activity Detector {(VAD)} Featuring a Short-Time {CNN}
                  Feature Extractor and an RNN-Based Classifier With a Non-Volatile
                  {CAP-ROM}},
  journal      = {{IEEE} J. Solid State Circuits},
  volume       = {58},
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  pages        = {3020--3029},
  year         = {2023}
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@article{DBLP:journals/kbs/ZhangHLOLT23,
  author       = {Yanteng Zhang and
                  Xiaohai He and
                  Yixin Liu and
                  Charlene Zhi Lin Ong and
                  Yan Liu and
                  Qizhi Teng},
  title        = {An end-to-end multimodal 3D {CNN} framework with multi-level features
                  for the prediction of mild cognitive impairment},
  journal      = {Knowl. Based Syst.},
  volume       = {281},
  pages        = {111064},
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  author       = {Nan Ma and
                  Lin Sun and
                  Yawen He and
                  Chenghu Zhou and
                  Chuanxiang Dong},
  title        = {CNN-TransNet: {A} Hybrid CNN-Transformer Network With Differential
                  Feature Enhancement for Cloud Detection},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {20},
  pages        = {1--5},
  year         = {2023}
}
@article{DBLP:journals/lgrs/YangYZHTZ23,
  author       = {Hao Yang and
                  Haoyang Yu and
                  Ke Zheng and
                  Jiaochan Hu and
                  Tingting Tao and
                  Qiang Zhang},
  title        = {Hyperspectral Image Classification Based on Interactive Transformer
                  and {CNN} With Multilevel Feature Fusion Network},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {20},
  pages        = {1--5},
  year         = {2023}
}
@article{DBLP:journals/mam/OdetolaAKH23,
  author       = {Tolulope A. Odetola and
                  Adewale Adeyemo and
                  Faiq Khalid and
                  Syed Rafay Hasan},
  title        = {FM-ModComp: Feature Map Modification and Hardware-Software Co-Comparison
                  for secure hardware accelerator-based {CNN} inference},
  journal      = {Microprocess. Microsystems},
  volume       = {100},
  pages        = {104827},
  year         = {2023}
}
@article{DBLP:journals/mbec/QiPYT23,
  author       = {Nan Qi and
                  Yan Piao and
                  Peng Yu and
                  Baolin Tan},
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                  Mingai Li and
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  author       = {Wenna Chen and
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                  Yuhao Ren and
                  Hongwei Jiang and
                  Ganqin Du and
                  Jincan Zhang and
                  Jinghua Li},
  title        = {An automated detection of epileptic seizures {EEG} using {CNN} classifier
                  based on feature fusion with high accuracy},
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  volume       = {23},
  number       = {1},
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@article{DBLP:journals/mlc/LiWLZD23,
  author       = {Jie Li and
                  Yifan Wang and
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                  Weixi Zhou and
                  Zhicheng Dong},
  title        = {{CNN-LDNF:} an image feature representation approach with multi-space
                  mapping},
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  volume       = {14},
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  author       = {Yongzhen Ke and
                  Yin Wang and
                  Kai Wang and
                  Fan Qin and
                  Jing Guo and
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  title        = {Image aesthetics assessment using composite features from transformer
                  and {CNN}},
  journal      = {Multim. Syst.},
  volume       = {29},
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  pages        = {2483--2494},
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  author       = {P. Srihari and
                  V. Santosh and
                  Sannasi Ganapathy},
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                  temporal naive Bayes and {T-CNN}},
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  author       = {Mohamed A. El{-}Rashidy and
                  Ahmed Farouk and
                  Nawal A. El{-}Fishawy and
                  Heba K. Aslan and
                  Nabila A. Khodeir},
  title        = {New weighted {BERT} features and multi-CNN models to enhance the performance
                  of {MOOC} posts classification},
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@article{DBLP:journals/nca/LiuXZL23,
  author       = {Yiwen Liu and
                  Wenyu Xing and
                  Mingbo Zhao and
                  Mingquan Lin},
  title        = {A new classification method for diagnosing {COVID-19} pneumonia based
                  on joint {CNN} features of chest X-ray images and parallel pyramid
                  MLP-mixer module},
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  volume       = {35},
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@article{DBLP:journals/nn/FarajiK23,
  author       = {Parham Faraji and
                  Mohammad Bagher Khodabakhshi},
  title        = {CollectiveNet-AltSpec: {A} collective concurrent {CNN} architecture
                  of alternate specifications for {EEG} media perception and emotion
                  tracing aided by multi-domain feature-augmentation},
  journal      = {Neural Networks},
  volume       = {167},
  pages        = {502--516},
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}
@article{DBLP:journals/npl/ParsaeimehrFT23,
  author       = {Elham Parsaeimehr and
                  Mehdi Fartash and
                  Javad Akbari Torkestani},
  title        = {Improving Feature Extraction Using a Hybrid of {CNN} and {LSTM} for
                  Entity Identification},
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@article{DBLP:journals/npl/WangLD23,
  author       = {Yu{-}Wei Wang and
                  Guang{-}Hai Liu and
                  Qi{-}Lie Deng},
  title        = {Aggregating Deep Features of Multi-CNN Models for Image Retrieval},
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@article{DBLP:journals/ojcands/NagarajuC23,
  author       = {Dara Nagaraju and
                  Nitin Chandrachoodan},
  title        = {Slimmer CNNs Through Feature Approximation and Kernel Size Reduction},
  journal      = {{IEEE} Open J. Circuits Syst.},
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@article{DBLP:journals/paa/SinghDM23,
  author       = {Ravi Pratap Singh and
                  Ratnakar Dash and
                  Ramesh Kumar Mohapatra},
  title        = {{LBP} and {CNN} feature fusion for face anti-spoofing},
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  author       = {Jun Cui and
                  Longkun Bai and
                  Guangxu Li and
                  Zhigui Lin and
                  Penggao Zeng},
  title        = {Semi-2DCAE: a semi-supervision 2D-CNN AutoEncoder model for feature
                  representation and classification of encrypted traffic},
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@article{DBLP:journals/peerj-cs/GaoJZ23,
  author       = {Xue{-}Yao Gao and
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@article{DBLP:journals/remotesensing/MaMYDYWL23,
  author       = {Xiaotong Ma and
                  Qixia Man and
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                  Jingru Wu and
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  title        = {Urban Feature Extraction within a Complex Urban Area with an Improved
                  3D-CNN Using Airborne Hyperspectral Data},
  journal      = {Remote. Sens.},
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  author       = {Guanqun Wang and
                  He Chen and
                  Liang Chen and
                  Yin Zhuang and
                  Shanghang Zhang and
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                  Hao Dong and
                  Peng Gao},
  title        = {P2FEViT: Plug-and-Play {CNN} Feature Embedded Hybrid Vision Transformer
                  for Remote Sensing Image Classification},
  journal      = {Remote. Sens.},
  volume       = {15},
  number       = {7},
  pages        = {1773},
  year         = {2023}
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@article{DBLP:journals/remotesensing/WenYWYS23,
  author       = {Xiaoyan Wen and
                  Xiaodong Yu and
                  Yufan Wang and
                  Cuiping Yang and
                  Yu Sun},
  title        = {A Hybrid 3D-2D Feature Hierarchy {CNN} with Focal Loss for Hyperspectral
                  Image Classification},
  journal      = {Remote. Sens.},
  volume       = {15},
  number       = {18},
  pages        = {4439},
  year         = {2023}
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@article{DBLP:journals/remotesensing/XiaMZLSC23,
  author       = {Liegang Xia and
                  Shulin Mi and
                  Junxia Zhang and
                  Jiancheng Luo and
                  Zhanfeng Shen and
                  Yubin Cheng},
  title        = {Dual-Stream Feature Extraction Network Based on {CNN} and Transformer
                  for Building Extraction},
  journal      = {Remote. Sens.},
  volume       = {15},
  number       = {10},
  pages        = {2689},
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@article{DBLP:journals/remotesensing/XiangLCXD23,
  author       = {Jianjian Xiang and
                  Jia Liu and
                  Du Chen and
                  Qi Xiong and
                  Chongjiu Deng},
  title        = {CTFuseNet: {A} Multi-Scale CNN-Transformer Feature Fused Network for
                  Crop Type Segmentation on {UAV} Remote Sensing Imagery},
  journal      = {Remote. Sens.},
  volume       = {15},
  number       = {4},
  pages        = {1151},
  year         = {2023}
}
@article{DBLP:journals/sensors/AlabsiAR23a,
  author       = {Basim Ahmad Alabsi and
                  Mohammed Anbar and
                  Shaza Dawood Ahmed Rihan},
  title        = {{CNN-CNN:} Dual Convolutional Neural Network Approach for Feature
                  Selection and Attack Detection on Internet of Things Networks},
  journal      = {Sensors},
  volume       = {23},
  number       = {14},
  pages        = {6507},
  year         = {2023}
}
@article{DBLP:journals/sensors/DinZY23,
  author       = {Nasir Ud Din and
                  Li Zhang and
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  title        = {Automated Battery Making Fault Classification Using Over-Sampled Image
                  Data {CNN} Features},
  journal      = {Sensors},
  volume       = {23},
  number       = {4},
  pages        = {1927},
  year         = {2023}
}
@article{DBLP:journals/sensors/DongL23,
  author       = {Kaitai Dong and
                  Ashkan Lotfipoor},
  title        = {Intelligent Bearing Fault Diagnosis Based on Feature Fusion of One-Dimensional
                  Dilated {CNN} and Multi-Domain Signal Processing},
  journal      = {Sensors},
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@article{DBLP:journals/sensors/HaiderYLK23,
  author       = {Irfan Haider and
                  Hyung{-}Jeong Yang and
                  Guee{-}Sang Lee and
                  Soo{-}Hyung Kim},
  title        = {Robust Human Face Emotion Classification Using Triplet-Loss-Based
                  Deep {CNN} Features and {SVM}},
  journal      = {Sensors},
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  number       = {10},
  pages        = {4770},
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@article{DBLP:journals/sensors/LunZZLH23,
  author       = {Xiangmin Lun and
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                  Yimin Hou},
  title        = {A Combined Virtual Electrode-Based {ESA} and {CNN} Method for {MI-EEG}
                  Signal Feature Extraction and Classification},
  journal      = {Sensors},
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  number       = {21},
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  title        = {Point {CNN:3D} Face Recognition with Local Feature Descriptor and
                  Feature Enhancement Mechanism},
  journal      = {Sensors},
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  title        = {Violent activity classification with transferred deep features and
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  author       = {Xianping Ma and
                  Yiming Huang and
                  Xiaokang Zhang and
                  Man{-}On Pun and
                  Bo Huang},
  title        = {Cloud-EGAN: Rethinking CycleGAN From a Feature Enhancement Perspective
                  for Cloud Removal by Combining {CNN} and Transformer},
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  author       = {Xuemei Zhao and
                  Luo Liang and
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  title        = {Feature Consistency Constraints-Based {CNN} for Landsat Land Cover
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  author       = {Kaining Mao and
                  Wei Zhang and
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                  Yanhui Zhu and
                  Bin Wu and
                  Tiansheng Zheng and
                  Lei Qian and
                  Wei Lyu and
                  Minjie Ye and
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  title        = {Prediction of Depression Severity Based on the Prosodic and Semantic
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  author       = {Chenjia Xie and
                  Zhuang Shao and
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                  Yuan Du and
                  Li Du},
  title        = {An Efficient {CNN} Inference Accelerator Based on Intra- and Inter-Channel
                  Feature Map Compression},
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  author       = {Gudmalwar Ashishkumar Prabhakar and
                  Biplove Basel and
                  Anirban Dutta and
                  Ch. V. Rama Rao},
  title        = {Multichannel {CNN-BLSTM} Architecture for Speech Emotion Recognition
                  System by Fusion of Magnitude and Phase Spectral Features Using {DCCA}
                  for Consumer Applications},
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  author       = {Myung{-}Kyu Yi and
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                  Seong Oun Hwang},
  title        = {A Human Activity Recognition Method Based on Lightweight Feature Extraction
                  Combined With Pruned and Quantized {CNN} for Wearable Device},
  journal      = {{IEEE} Trans. Consumer Electron.},
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  title        = {Hybrid CNN-Transformer Features for Visual Place Recognition},
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  author       = {Zhenyu Wang and
                  Xuemei Xie and
                  Qinghang Zhao and
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  title        = {Filter Clustering for Compressing {CNN} Model With Better Feature
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  author       = {Yuanxin Ye and
                  Mengmeng Wang and
                  Liang Zhou and
                  Guangyang Lei and
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                  Yao Qin},
  title        = {Adjacent-Level Feature Cross-Fusion With 3-D {CNN} for Remote Sensing
                  Image Change Detection},
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  volume       = {61},
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  author       = {Guangxing Niu and
                  Enhui Liu and
                  Xuan Wang and
                  Paul Ziehl and
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                  Bearing Fault Diagnosis With Information Fusion},
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  author       = {Feng Shuang and
                  Shidi Wei and
                  Yong Li and
                  Xia Gu and
                  Zhouxian Lu},
  title        = {Detail {R-CNN:} Insulator Detection Based on Detail Feature Enhancement
                  and Metric Learning},
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  author       = {Guangming Wang and
                  Ning Wu and
                  Yi Tao and
                  Won Hee Lee and
                  Zehong Cao and
                  Xiangguo Yan and
                  Gang Wang},
  title        = {The Diagnosis of Major Depressive Disorder Through Wearable fNIRS
                  by Using Wavelet Transform and Parallel-CNN Feature Fusion},
  journal      = {{IEEE} Trans. Instrum. Meas.},
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  author       = {Tao Xie and
                  Wei{-}Dong Zhang and
                  Yibo Zhang and
                  Zahoor Ahmed and
                  Yufei Tang},
  title        = {Marine Current Turbine Multifault Diagnosis Based on Optimization
                  Resampled Modulus Feature and 1-D-CNN},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {72},
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@article{DBLP:journals/tkde/HeFL23,
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  title        = {Rel-CNN: Learning Relationship Features in Time Series for Classification},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tnn/LiXMZ23,
  author       = {Shuaibo Li and
                  Shibiao Xu and
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                  Qiu Zong},
  title        = {Image Manipulation Localization Using Attentional Cross-Domain {CNN}
                  Features},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
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  author       = {Wei Zhang and
                  Wanshu Fan and
                  Xin Yang and
                  Qiang Zhang and
                  Dongsheng Zhou},
  title        = {Lightweight single-image super-resolution via multi-scale feature
                  fusion {CNN} and multiple attention block},
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@article{DBLP:journals/vlsisp/TeodoroSSOROR23,
  author       = {Arthur A. M. Teodoro and
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                  Muhammad Saadi and
                  Ogobuchi Daniel Okey and
                  Renata Lopes Rosa and
                  Sattam Al Otaibi and
                  Dem{\'{o}}stenes Z. Rodr{\'{\i}}guez},
  title        = {An Analysis of Image Features Extracted by CNNs to Design Classification
                  Models for {COVID-19} and Non-COVID-19},
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@article{DBLP:journals/wpc/SharmaST23,
  author       = {Surya Prakash Sharma and
                  Laxman Singh and
                  Rajdev Tiwari},
  title        = {Design of an Efficient Integrated Feature Engineering based Deep Learning
                  Model Using {CNN} for Customer's Review Helpfulness Prediction},
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@article{DBLP:journals/wpc/VaidyaPA23,
  author       = {Kanchan S. Vaidya and
                  Pradeep M. Patil and
                  Mukil Alagirisamy},
  title        = {Hybrid {CNN-SVM} Classifier for Human Emotion Recognition Using {ROI}
                  Extraction and Feature Fusion},
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@inproceedings{DBLP:conf/IEEEscc/LinLWHC23,
  author       = {Kun{-}Yu Lin and
                  Pei{-}Yi Liu and
                  Po{-}Kai Wang and
                  Chih{-}Lin Hu and
                  Ying Cai},
  title        = {Predicting Road Traffic Risks with CNN-and-LSTM Learning Over Spatio-Temporal
                  and Multi-Feature Traffic Data},
  booktitle    = {{SSE}},
  pages        = {305--311},
  publisher    = {{IEEE}},
  year         = {2023}
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@inproceedings{DBLP:conf/aaai/ChenPLFL23,
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                  Jinshan Pan and
                  Jiyang Lu and
                  Zhentao Fan and
                  Hao Li},
  title        = {Hybrid CNN-Transformer Feature Fusion for Single Image Deraining},
  booktitle    = {{AAAI}},
  pages        = {378--386},
  publisher    = {{AAAI} Press},
  year         = {2023}
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@inproceedings{DBLP:conf/admit/ZengZ23,
  author       = {Meng Zeng and
                  Zhonglin Zhang},
  title        = {Text Sentiment Classification Model based on Fusion of DualChannel
                  Features of {CNN} and BiLSTM},
  booktitle    = {{ADMIT}},
  pages        = {110--113},
  publisher    = {{ACM}},
  year         = {2023}
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@inproceedings{DBLP:conf/aicas/XiaolinXPCJ23,
  author       = {Li Xiaolin and
                  Fang Xiang and
                  Rajesh C. Panicker and
                  Barry Cardiff and
                  Deepu John},
  title        = {Classification of {ECG} based on Hybrid Features using CNNs for Wearable
                  Applications},
  booktitle    = {{AICAS}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/apsipa/NiimuraTKN23,
  author       = {Yoshiki Niimura and
                  Jun Takemoto and
                  Atsuhiko Kai and
                  Seiichi Nakagawa},
  title        = {Attention-based {CNN} and Relative Phase Feature Modeling for Improved
                  Imagined Speech Recognition},
  booktitle    = {{APSIPA} {ASC}},
  pages        = {8--14},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/PolapJPS23,
  author       = {Dawid Polap and
                  Antoni Jaszcz and
                  Katarzyna Prokop and
                  Gautam Srivastava},
  title        = {Lightweight {CNN} based on Spatial Features for a Vehicular Damage
                  Detection System},
  booktitle    = {{IEEE} Big Data},
  pages        = {5097--5101},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/bigdataservice/BallasD23,
  author       = {Aristotelis Ballas and
                  Christos Diou},
  title        = {{CNN} Feature Map Augmentation for Single-Source Domain Generalization},
  booktitle    = {BigDataService},
  pages        = {127--131},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/caip/LeDC23,
  author       = {Van{-}Hao Le and
                  Mathieu Delalandre and
                  Hubert Cardot},
  title        = {Performance Characterization of 2D {CNN} Features for Partial Video
                  Copy Detection},
  booktitle    = {{CAIP} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14184},
  pages        = {205--215},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/codit/DaghrirTBLZS23,
  author       = {Jinen Daghrir and
                  Lotfi Tlig and
                  Moez Bouchouicha and
                  Noureddine Litaiem and
                  Faten Zeglaoui and
                  Mounir Sayadi},
  title        = {Ugly Duckling Concept for Melanoma Detection: {A} PCA-Based Outlier
                  Detection Method with CNN-Based Feature Vectors},
  booktitle    = {CoDIT},
  pages        = {1055--1061},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/embc/JainK23,
  author       = {Anant Jain and
                  Lalan Kumar},
  title        = {{EEG} Cortical Source Feature based Hand Kinematics Decoding using
                  Residual {CNN-LSTM} Neural Network},
  booktitle    = {{EMBC}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/embc/ZhangTHNZL023,
  author       = {Yanteng Zhang and
                  Qizhi Teng and
                  Xiaohai He and
                  Tong Niu and
                  Lipei Zhang and
                  Yan Liu and
                  Chao Ren},
  title        = {Attention-based 3D {CNN} with Multi-layer Features for Alzheimer's
                  Disease Diagnosis using Brain Images},
  booktitle    = {{EMBC}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/eusipco/VarzandehDH23,
  author       = {Reza Varzandeh and
                  Simon Doclo and
                  Volker Hohmann},
  title        = {A Two-Stage {CNN} with Feature Reduction for Speech-Aware Binaural
                  {DOA} Estimation},
  booktitle    = {{EUSIPCO}},
  pages        = {241--245},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/fcv/SugiyamaSTN23,
  author       = {Yukine Sugiyama and
                  Natsuki Sunda and
                  Kensuke Tobitani and
                  Noriko Nagata},
  title        = {Texture Synthesis Based on Aesthetic Texture Perception Using {CNN}
                  Style and Content Features},
  booktitle    = {{IW-FCV}},
  series       = {Communications in Computer and Information Science},
  volume       = {1857},
  pages        = {107--121},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/icaart/AnjumCLN23,
  author       = {Taif Anjum and
                  Louis Chirade and
                  Beiyu Lin and
                  Apurva Narayan},
  title        = {Learning Spatio-Temporal Features via 3D CNNs to Forecast Time-to-Accident},
  booktitle    = {{ICAART} {(3)}},
  pages        = {532--540},
  publisher    = {{SCITEPRESS}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icaiic/PhungNTTTND23,
  author       = {Nhu Hai Phung and
                  Chi Thanh Nguyen and
                  Trung Kien Tran and
                  Thi Thu Hang Truong and
                  Danh Cuong Tran and
                  Thi Trang Nguyen and
                  Duc Huy Do},
  title        = {A Combination of Multi-Branch {CNN} and Feature Rearrangement for
                  Down Syndrome Prediction},
  booktitle    = {{ICAIIC}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icbsp/WeiZCL23,
  author       = {Weiyi Wei and
                  Futong Zhang and
                  Guo Chen and
                  Huanhuan Lei},
  title        = {Faster {R-CNN} image splicing tampering detection based on multilayer
                  feature refinement fusion},
  booktitle    = {{ICBSP}},
  pages        = {89--96},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icc/LiIZ23,
  author       = {Nan Li and
                  Alexandros Iosifidis and
                  Qi Zhang},
  title        = {Attention-Based Feature Compression for {CNN} Inference Offloading
                  in Edge Computing},
  booktitle    = {{ICC}},
  pages        = {967--972},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icccnt/OhdarN23,
  author       = {Kanak Ohdar and
                  Akriti Nigam},
  title        = {A Robust Approach for Malaria Parasite Identification with {CNN} Based
                  Feature Extraction and Classification using {SVM}},
  booktitle    = {{ICCCNT}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icccnt/SanthanakrishnanRAMMS23,
  author       = {C. Santhanakrishnan and
                  M. Ramya and
                  Avneesh Awasthi and
                  Ayush Mehta and
                  Senthilraja M and
                  Iniyan S},
  title        = {Textural Analysis for Breast Cancer from Feature Dataset using {CNN}},
  booktitle    = {{ICCCNT}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icccnt/SureshN23,
  author       = {Anjana J. Suresh and
                  Lekha S. Nair},
  title        = {Mitosis Detection In Breast Histopathology Image Using Ensemble Features
                  Fed {CNN} Model},
  booktitle    = {{ICCCNT}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/iccd/TsaiLWHL23,
  author       = {Yu{-}Chih Tsai and
                  Chung{-}Yueh Liu and
                  Chia{-}Chun Wang and
                  Tsen{-}Wei Hsu and
                  Ren{-}Shuo Liu},
  title        = {{CNN} Inference Accelerators with Adjustable Feature Map Compression
                  Ratios},
  booktitle    = {{ICCD}},
  pages        = {631--634},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icdsp/ErmaganbetMJA23,
  author       = {Zangar Ermaganbet and
                  Ayana Mussabayeva and
                  Prashant Kumar Jamwal and
                  Muhammad Tahir Akhtar},
  title        = {Subject-Independent {P300} Speller Classification using Time-Frequency
                  Representation and Double Input {CNN} with Feature Concatenation},
  booktitle    = {{DSP}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icic/HuZXCGZ23,
  author       = {Haigen Hu and
                  Deming Zhou and
                  Hui Xu and
                  Qi Chen and
                  Qiu Guan and
                  Qianwei Zhou},
  title        = {TDRConv: Exploring the Trade-off Between Feature Diversity and Redundancy
                  for a Compact {CNN} Module},
  booktitle    = {{ICIC} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14089},
  pages        = {333--344},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/icic/XuWLSDYY23,
  author       = {Jie Xu and
                  Juan Wang and
                  Jin{-}Xing Liu and
                  Junliang Shang and
                  Lingyun Dai and
                  Kuiting Yan and
                  Shasha Yuan},
  title        = {Epileptic Seizure Detection Based on Feature Extraction and CNN-BiGRU
                  Network with Attention Mechanism},
  booktitle    = {{ICIC} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14087},
  pages        = {308--319},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/icncc/SunWZL23,
  author       = {Chen Sun and
                  Yujie Wan and
                  Peizhi Zhu and
                  Fanqiang Lin},
  title        = {A {CNN} Model for Gas Pipeline Leakage Detection Based on {MFCC} Feature
                  Extraction},
  booktitle    = {{ICNCC}},
  pages        = {288--293},
  publisher    = {{ACM}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icws/LuDWCJB23,
  author       = {Zhichao Lu and
                  Chuntao Ding and
                  Shangguang Wang and
                  Ran Cheng and
                  Felix Juefei{-}Xu and
                  Vishnu Naresh Boddeti},
  title        = {Seed Feature Maps-based {CNN} Models for {LEO} Satellite Remote Sensing
                  Services},
  booktitle    = {{ICWS}},
  pages        = {415--425},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/icycsee/QinLG23,
  author       = {Jiaji Qin and
                  Dapeng Lang and
                  Chao Gao},
  title        = {Feature Extraction of Time Series Data Based on {CNN-CBAM}},
  booktitle    = {{ICPCSEE} {(1)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1879},
  pages        = {233--245},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/igarss/EitelS23,
  author       = {Maximilian Eitel and
                  Michael Schmitt},
  title        = {1d-CNN for Land Cover Classification of Sentinel-3 Altimetry Waveforms
                  Using Additional Features},
  booktitle    = {{IGARSS}},
  pages        = {3058--3061},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/igarss/LinLLW23,
  author       = {Mingxin Lin and
                  Binyuan Liu and
                  Yijun Liu and
                  Qingsong Wang},
  title        = {A CNN-Transformer Hybrid Feature Descriptor for Optical-SAR Image
                  Registration},
  booktitle    = {{IGARSS}},
  pages        = {6069--6072},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/igarss/ShangPHZY23,
  author       = {Yuanzhe Shang and
                  Wei Pu and
                  Yulin Huang and
                  Yin Zhang and
                  Jianyu Yang},
  title        = {A Novel Feature Weaving Pyramid Network to Improve CNN-Based {SAR}
                  Ship Recognition Accuracy},
  booktitle    = {{IGARSS}},
  pages        = {6414--6417},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/igarss/TianCXWWC23,
  author       = {Tao Tian and
                  Jiang Cai and
                  Yang Xu and
                  Zebin Wu and
                  Zhihui Wei and
                  Jocelyn Chanussot},
  title        = {RGB-Infrared Multi-Modal Remote Sensing Object Detection Using {CNN}
                  and Transformer Based Feature Fusion},
  booktitle    = {{IGARSS}},
  pages        = {5728--5731},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/igarss/TulapurkarMB23,
  author       = {Harshula Tulapurkar and
                  B. Krishna Mohan and
                  Biplab Banerjee},
  title        = {Transfomer Based Hyperspectral Dimensionality Reduction with Gabor
                  Kernel {CNN} for Feature Extraction},
  booktitle    = {{IGARSS}},
  pages        = {7388--7391},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/inista/GhazouaniBJZ23,
  author       = {Haythem Ghazouani and
                  Walid Barhoumi and
                  Gwanggil Jeon and
                  Ezzeddine Zagrouba},
  title        = {Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection
                  through Model Analysis and Feature Importance},
  booktitle    = {{INISTA}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/iros/KuoWCC23,
  author       = {Sheng{-}Hung Kuo and
                  Tzu{-}Han Wu and
                  Zheng{-}Yan Chen and
                  Kuan{-}Wen Chen},
  title        = {MUFeat: Multi-Level {CNN} and Unsupervised Learning for Local Feature
                  Detection and Description},
  booktitle    = {{IROS}},
  pages        = {9551--9557},
  year         = {2023}
}
@inproceedings{DBLP:conf/ism2/AsgharRT23,
  author       = {Eram Asghar and
                  Andrea Ratti and
                  Tullio A. M. Tolio},
  title        = {An automated approach to reuse machining knowledge through 3D - {CNN}
                  based classification of voxelized geometric features},
  booktitle    = {{ISM}},
  series       = {Procedia Computer Science},
  volume       = {217},
  pages        = {1209--1216},
  publisher    = {Elsevier},
  year         = {2023}
}
@inproceedings{DBLP:conf/isscc/LinUYMM23,
  author       = {Jinhai Lin and
                  Ka{-}Fai Un and
                  Wei{-}Han Yu and
                  Pui{-}In Mak and
                  Rui Paulo Martins},
  title        = {A 47nW Mixed-Signal Voice Activity Detector {(VAD)} Featuring a Non-Volatile
                  Capacitor-ROM, a Short-Time {CNN} Feature Extractor and an {RNN} Classifier},
  booktitle    = {{ISSCC}},
  pages        = {214--215},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/rtip2r/MurmuK23,
  author       = {Anita Murmu and
                  Piyush Kumar},
  title        = {Diabetic Retinopathy Blood Vessel Detection Using Deep-CNN-Based Feature
                  Extraction and Classification},
  booktitle    = {{RTIP2R} {(2)}},
  series       = {Communications in Computer and Information Science},
  volume       = {2027},
  pages        = {21--33},
  publisher    = {Springer},
  year         = {2023}
}
@inproceedings{DBLP:conf/sas2/NeharyDRBDC23,
  author       = {Ebrahim Ali Nehary and
                  Ankita Dey and
                  Sreeraman Rajan and
                  Bhashyam Balaji and
                  Anthony Damini and
                  Rajkumar Chanchlani},
  title        = {Synthetic Aperture Radar-Based Ship Classification Using {CNN} and
                  Traditional Handcrafted Features},
  booktitle    = {{SAS}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/smc/ChoudhuryKVM23,
  author       = {Ahana Roy Choudhury and
                  K. S. Krishnapriya and
                  Chase E. Vaughan and
                  Radu Paul Mihail},
  title        = {How Do Low-Level Image Features Affect CNN-Based Face Detector Accuracy?},
  booktitle    = {{SMC}},
  pages        = {1798--1804},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/tencon/KhanK23,
  author       = {Muzammil Khan and
                  Pushpendra Kumar},
  title        = {Fire Detection Using Level Set Segmentation Based Fractional Order
                  Optical Flow and 4D Fire Features with Mixed Data {CNN-LSTM} Model},
  booktitle    = {{TENCON}},
  pages        = {152--157},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/vtc/ImaizumiINH23,
  author       = {Keita Imaizumi and
                  Koichi Ichige and
                  Tatsuya Nagao and
                  Takahiro Hayashi},
  title        = {Low-Cost Path Loss Estimation Using Correlation Graph {CNN} with Novel
                  Feature Parameters},
  booktitle    = {VTC2023-Spring},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/wacv/YooKLKLK23,
  author       = {Jinsu Yoo and
                  Taehoon Kim and
                  Sihaeng Lee and
                  Seung Hwan Kim and
                  Honglak Lee and
                  Tae Hyun Kim},
  title        = {Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution},
  booktitle    = {{WACV}},
  pages        = {4945--4954},
  publisher    = {{IEEE}},
  year         = {2023}
}
@inproceedings{DBLP:conf/wincom/OukdachKAKO23,
  author       = {Yassine Oukdach and
                  Zakaria Kerkaou and
                  Mohamed El Ansari and
                  Lahcen Koutti and
                  Ahmed Fouad El Ouafdi},
  title        = {ConV-ViT: Feature Fusion-based Detection of Gastrointestinal Abnormalities
                  using {CNN} and ViT in {WCE} Images},
  booktitle    = {{WINCOM}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-02314,
  author       = {Zhaoshan Liu and
                  Lei Shen},
  title        = {{CECT:} Controllable Ensemble {CNN} and Transformer for {COVID-19}
                  image classification by capturing both local and global image features},
  journal      = {CoRR},
  volume       = {abs/2302.02314},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-05109,
  author       = {Yuanxin Ye and
                  Mengmeng Wang and
                  Liang Zhou and
                  Guangyang Lei and
                  Jianwei Fan and
                  Yao Qin},
  title        = {Adjacent-level Feature Cross-Fusion with 3D {CNN} for Remote Sensing
                  Image Change Detection},
  journal      = {CoRR},
  volume       = {abs/2302.05109},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-11027,
  author       = {Labib Ahmed Siddique and
                  Rabita Junhai and
                  Tanzim Reza and
                  Salman Sayeed Khan and
                  Tanvir Rahman},
  title        = {Analysis of Real-Time Hostile Activitiy Detection from Spatiotemporal
                  Features Using Time Distributed Deep CNNs, RNNs and Attention-Based
                  Mechanisms},
  journal      = {CoRR},
  volume       = {abs/2302.11027},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2304-11306,
  author       = {Kuanren Qian and
                  Ashlee S. Liao and
                  Shixuan Gu and
                  Victoria A. Webster{-}Wood and
                  Yongjie Jessica Zhang},
  title        = {Biomimetic {IGA} neuron growth modeling with neurite morphometric
                  features and CNN-based prediction},
  journal      = {CoRR},
  volume       = {abs/2304.11306},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-16746,
  author       = {Aristotelis Ballas and
                  Christos Diou},
  title        = {{CNN} Feature Map Augmentation for Single-Source Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2305.16746},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-19146,
  author       = {Jamshaid Ul Rahman and
                  Faiza Makhdoom and
                  Dianchen Lu},
  title        = {{ASU-CNN:} An Efficient Deep Architecture for Image Classification
                  and Feature Visualizations},
  journal      = {CoRR},
  volume       = {abs/2305.19146},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2306-07186,
  author       = {Wenxuan Ge and
                  Xubing Yang and
                  Li Zhang},
  title        = {{CD-CTFM:} {A} Lightweight CNN-Transformer Network for Remote Sensing
                  Cloud Detection Fusing Multiscale Features},
  journal      = {CoRR},
  volume       = {abs/2306.07186},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-00919,
  author       = {Vinoth Nandakumar and
                  Arush Tagade and
                  Tongliang Liu},
  title        = {Why do CNNs excel at feature extraction? {A} mathematical explanation},
  journal      = {CoRR},
  volume       = {abs/2307.00919},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2307-06500,
  author       = {Pradyumna Elavarthi and
                  James Lee and
                  Anca L. Ralescu},
  title        = {On the ability of CNNs to extract color invariant intensity based
                  features for image classification},
  journal      = {CoRR},
  volume       = {abs/2307.06500},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-05655,
  author       = {Yanteng Zhang and
                  Qizhi Teng and
                  Xiaohai He and
                  Tong Niu and
                  Lipei Zhang and
                  Yan Liu and
                  Chao Ren},
  title        = {Attention-based 3D {CNN} with Multi-layer Features for Alzheimer's
                  Disease Diagnosis using Brain Images},
  journal      = {CoRR},
  volume       = {abs/2308.05655},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-06515,
  author       = {Zhichao Lu and
                  Chuntao Ding and
                  Shangguang Wang and
                  Ran Cheng and
                  Felix Juefei{-}Xu and
                  Vishnu Naresh Boddeti},
  title        = {Seed Feature Maps-based {CNN} Models for {LEO} Satellite Remote Sensing
                  Services},
  journal      = {CoRR},
  volume       = {abs/2308.06515},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-12880,
  author       = {Qiuyu Zhu and
                  Xuewen Zu and
                  Chengfei Liu},
  title        = {Multi-stage feature decorrelation constraints for improving {CNN}
                  classification performance},
  journal      = {CoRR},
  volume       = {abs/2308.12880},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2309-11156,
  author       = {Olli Knuuttila and
                  Antti Kestil{\"{a}} and
                  Esa Kallio},
  title        = {CNN-based local features for navigation near an asteroid},
  journal      = {CoRR},
  volume       = {abs/2309.11156},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2309-12639,
  author       = {Xiaoheng Jiang and
                  Kaiyi Guo and
                  Yang Lu and
                  Feng Yan and
                  Hao Liu and
                  Jiale Cao and
                  Mingliang Xu and
                  Dacheng Tao},
  title        = {CINFormer: Transformer network with multi-stage {CNN} feature injection
                  for surface defect segmentation},
  journal      = {CoRR},
  volume       = {abs/2309.12639},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2311-01731,
  author       = {Javad Mirzapour Kaleybar and
                  Hooman Saadat and
                  Hooman Khaloo},
  title        = {Capturing Local and Global Features in Medical Images by Using Ensemble
                  CNN-Transformer},
  journal      = {CoRR},
  volume       = {abs/2311.01731},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2311-14435,
  author       = {Georgii Mikriukov and
                  Gesina Schwalbe and
                  Christian Hellert and
                  Korinna Bade},
  title        = {{GCPV:} Guided Concept Projection Vectors for the Explainable Inspection
                  of {CNN} Feature Spaces},
  journal      = {CoRR},
  volume       = {abs/2311.14435},
  year         = {2023}
}
@article{DBLP:journals/access/AkthehyrK22,
  author       = {Z{\'{y}}nnet Duygu Ak{\th}eh{\'{y}}r and
                  Erdal Kili{\c{c}}},
  title        = {How to Handle Data Imbalance and Feature Selection Problems in CNN-Based
                  Stock Price Forecasting},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {31297--31305},
  year         = {2022}
}
@article{DBLP:journals/access/AlDahoulKSTMF22,
  author       = {Nouar AlDahoul and
                  Hezerul Abdul Karim and
                  Aznul Qalid Md Sabri and
                  Myles Joshua Toledo Tan and
                  Mhd Adel Momo and
                  Jamie Ledesma Fermin},
  title        = {A Comparison Between Various Human Detectors and CNN-Based Feature
                  Extractors for Human Activity Recognition via Aerial Captured Video
                  Sequences},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {63532--63553},
  year         = {2022}
}
@article{DBLP:journals/access/AlahmadiA22,
  author       = {Mohammad Alahmadi and
                  Wajdi Alghamdi},
  title        = {Semi-Supervised Skin Lesion Segmentation With Coupling {CNN} and Transformer
                  Features},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {122560--122569},
  year         = {2022}
}
@article{DBLP:journals/access/IssaS22,
  author       = {Obada Issa and
                  Tamer Shanableh},
  title        = {{CNN} and {HEVC} Video Coding Features for Static Video Summarization},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {72080--72091},
  year         = {2022}
}
@article{DBLP:journals/access/KimY22d,
  author       = {Jungyeon Kim and
                  Geunseok Yang},
  title        = {Bug Severity Prediction Algorithm Using Topic-Based Feature Selection
                  and {CNN-LSTM} Algorithm},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {94643--94651},
  year         = {2022}
}
@article{DBLP:journals/access/LeePE22,
  author       = {Sang In Lee and
                  Jun Young Park and
                  Il Kyu Eom},
  title        = {CNN-Based Copy-Move Forgery Detection Using Rotation-Invariant Wavelet
                  Feature},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {106217--106229},
  year         = {2022}
}
@article{DBLP:journals/access/LiuHJZ22,
  author       = {Xiaolin Liu and
                  Deshun Huang and
                  Tao Jing and
                  Yanan Zhang},
  title        = {Detection of {AC} Arc Faults of Aviation Cables Based on {H-I-W} Three-Dimensional
                  Features and {CNN-LSTM} Neural Network},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {106958--106971},
  year         = {2022}
}
@article{DBLP:journals/apin/JiY22,
  author       = {Junzhong Ji and
                  Yao Yao},
  title        = {A novel {CNN} framework to extract multi-level modular features for
                  the classification of brain networks},
  journal      = {Appl. Intell.},
  volume       = {52},
  number       = {6},
  pages        = {6835--6852},
  year         = {2022}
}
@article{DBLP:journals/apin/XuLZZZM22,
  author       = {Chang Xu and
                  Qingwu Li and
                  Mingyu Zhou and
                  Qingkai Zhou and
                  Yaqin Zhou and
                  Yunpeng Ma},
  title        = {{RGB-T} salient object detection via {CNN} feature and result saliency
                  map fusion},
  journal      = {Appl. Intell.},
  volume       = {52},
  number       = {10},
  pages        = {11343--11362},
  year         = {2022}
}
@article{DBLP:journals/bmcbi/YangLZYZ22,
  author       = {Feng Yang and
                  Juan Liu and
                  Qiang Zhang and
                  Zhihui Yang and
                  Xiaolei Zhang},
  title        = {CNN-based two-branch multi-scale feature extraction network for retrosynthesis
                  prediction},
  journal      = {{BMC} Bioinform.},
  volume       = {23},
  number       = {1},
  pages        = {362},
  year         = {2022}
}
@article{DBLP:journals/bspc/BogacsovicsTHH22,
  author       = {Gergo Bogacsovics and
                  J{\'{a}}nos T{\'{o}}th and
                  Andr{\'{a}}s Hajdu and
                  Bal{\'{a}}zs Harangi},
  title        = {Enhancing CNNs through the use of hand-crafted features in automated
                  fundus image classification},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {76},
  pages        = {103685},
  year         = {2022}
}
@article{DBLP:journals/bspc/DemirA22,
  author       = {Fatih Demir and
                  Yaman Akbulut},
  title        = {A new deep technique using {R-CNN} model and {L1NSR} feature selection
                  for brain {MRI} classification},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {75},
  pages        = {103625},
  year         = {2022}
}
@article{DBLP:journals/bspc/JainIA22,
  author       = {Supiksha Jain and
                  Sanjeev Indora and
                  Dinesh Kumar Atal},
  title        = {Rider Manta Ray Foraging Optimization-based Generative Adversarial
                  Network and {CNN} feature for detecting glaucoma},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {73},
  pages        = {103425},
  year         = {2022}
}
@article{DBLP:journals/bspc/LiDZX22,
  author       = {Hongli Li and
                  Man Ding and
                  Ronghua Zhang and
                  Chunbo Xiu},
  title        = {Motor imagery {EEG} classification algorithm based on {CNN-LSTM} feature
                  fusion network},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {72},
  number       = {Part},
  pages        = {103342},
  year         = {2022}
}
@article{DBLP:journals/bspc/Roy22,
  author       = {Arunabha M. Roy},
  title        = {An efficient multi-scale {CNN} model with intrinsic feature integration
                  for motor imagery {EEG} subject classification in brain-machine interfaces},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {74},
  pages        = {103496},
  year         = {2022}
}
@article{DBLP:journals/cbm/AslanSDU22,
  author       = {Muhammet Fatih Aslan and
                  Kadir Sabanci and
                  Akif Durdu and
                  Muhammed Fahri Unlersen},
  title        = {{COVID-19} diagnosis using state-of-the-art {CNN} architecture features
                  and Bayesian Optimization},
  journal      = {Comput. Biol. Medicine},
  volume       = {142},
  pages        = {105244},
  year         = {2022}
}
@article{DBLP:journals/cbm/AurnaYTAM22,
  author       = {Nahid Ferdous Aurna and
                  Mohammad Abu Yousuf and
                  Kazi Abu Taher and
                  A. K. M. Azad and
                  Mohammad Ali Moni},
  title        = {A classification of {MRI} brain tumor based on two stage feature level
                  ensemble of deep {CNN} models},
  journal      = {Comput. Biol. Medicine},
  volume       = {146},
  pages        = {105539},
  year         = {2022}
}
@article{DBLP:journals/cbm/AyTEAA22,
  author       = {Betul Ay and
                  Cihan Turker and
                  Elif Emre and
                  Kevser Ay and
                  Galip Aydin},
  title        = {Automated classification of nasal polyps in endoscopy video-frames
                  using handcrafted and {CNN} features},
  journal      = {Comput. Biol. Medicine},
  volume       = {147},
  pages        = {105725},
  year         = {2022}
}
@article{DBLP:journals/cbm/WangZWSLW22,
  author       = {Yanfeng Wang and
                  Chuanqian Zhu and
                  Yan Wang and
                  Junwei Sun and
                  Dan Ling and
                  Lidong Wang},
  title        = {Survival risk prediction model for {ESCC} based on relief feature
                  selection and {CNN}},
  journal      = {Comput. Biol. Medicine},
  volume       = {145},
  pages        = {105460},
  year         = {2022}
}
@article{DBLP:journals/cii/XiaoYWZTK22,
  author       = {Meng Xiao and
                  Bo Yang and
                  Shilong Wang and
                  Zhengping Zhang and
                  Xiaoli Tang and
                  Ling Kang},
  title        = {A feature fusion enhanced multiscale {CNN} with attention mechanism
                  for spot-welding surface appearance recognition},
  journal      = {Comput. Ind.},
  volume       = {135},
  pages        = {103583},
  year         = {2022}
}
@article{DBLP:journals/compsec/KongZYZ22,
  author       = {Ke Kong and
                  Zhichao Zhang and
                  Ziyuan Yang and
                  Zhaoxin Zhang},
  title        = {{FCSCNN:} Feature centralized Siamese CNN-based android malware identification},
  journal      = {Comput. Secur.},
  volume       = {112},
  pages        = {102514},
  year         = {2022}
}
@article{DBLP:journals/concurrency/ArslanT22,
  author       = {Recep Sinan Arslan and
                  Murat Tasyurek},
  title        = {{AMD-CNN:} Android malware detection via feature graph and convolutional
                  neural networks},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {34},
  number       = {23},
  year         = {2022}
}
@article{DBLP:journals/concurrency/JacobR22,
  author       = {Minu Susan Jacob and
                  P. Selvi Rajendran},
  title        = {Fuzzy artificial bee colony-based {CNN-LSTM} and semantic feature
                  for fake product review classification},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {34},
  number       = {1},
  year         = {2022}
}
@article{DBLP:journals/csse/MaryS22,
  author       = {G. Prema Arokia Mary and
                  N. Suganthi},
  title        = {Detection of Parkinson's Disease with Multiple Feature Extraction
                  Models and Darknet {CNN} Classification},
  journal      = {Comput. Syst. Sci. Eng.},
  volume       = {43},
  number       = {1},
  pages        = {333--345},
  year         = {2022}
}
@article{DBLP:journals/csse/WaziraliA22,
  author       = {Raniyah Wazirali and
                  Rami Ahmed},
  title        = {Hybrid Feature Extractions and {CNN} for Enhanced Periocular Identification
                  During Covid-19},
  journal      = {Comput. Syst. Sci. Eng.},
  volume       = {41},
  number       = {1},
  pages        = {305--320},
  year         = {2022}
}
@article{DBLP:journals/cssp/MadhuK22,
  author       = {Aswathy Madhu and
                  Suresh Kumaraswamy},
  title        = {AtResNet: Residual Atrous {CNN} with Multi-scale Feature Representation
                  for Low Complexity Acoustic Scene Classification},
  journal      = {Circuits Syst. Signal Process.},
  volume       = {41},
  number       = {12},
  pages        = {7035--7056},
  year         = {2022}
}
@article{DBLP:journals/cviu/ChenYDGW22,
  author       = {Jiyou Chen and
                  Gaobo Yang and
                  Xiangling Ding and
                  Zhiqing Guo and
                  Shuai Wang},
  title        = {Robust detection of dehazed images via dual-stream CNNs with adaptive
                  feature fusion},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {217},
  pages        = {103357},
  year         = {2022}
}
@article{DBLP:journals/displays/YooJ22,
  author       = {Youngjun Yoo and
                  Seongcheol Jeong},
  title        = {Vibration analysis process based on spectrogram using gradient class
                  activation map with selection process of {CNN} model and feature layer},
  journal      = {Displays},
  volume       = {73},
  pages        = {102233},
  year         = {2022}
}
@article{DBLP:journals/dke/Donmez22,
  author       = {Emrah D{\"{o}}nmez},
  title        = {Enhancing classification capacity of {CNN} models with deep feature
                  selection and fusion: {A} case study on maize seed classification},
  journal      = {Data Knowl. Eng.},
  volume       = {141},
  pages        = {102075},
  year         = {2022}
}
@article{DBLP:journals/eaai/JiangJLZG22,
  author       = {Quan Jiang and
                  Mingtao Jia and
                  Bi Lin and
                  Zheng Zhuang and
                  Kaixin Gao},
  title        = {Development of a core feature identification application based on
                  the Faster {R-CNN} algorithm},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {115},
  pages        = {105200},
  year         = {2022}
}
@article{DBLP:journals/eecs/DjouadiK22,
  author       = {Meriem Djouadi and
                  Mohamed{-}Khireddine Kholladi},
  title        = {Improving Street View Image Classification Using Pre-trained {CNN}
                  Model Extracted Features},
  journal      = {Period. Polytech. Electr. Eng. Comput. Sci.},
  volume       = {66},
  number       = {4},
  pages        = {370--379},
  year         = {2022}
}
@article{DBLP:journals/elektrik/LuqmanE22,
  author       = {Hamzah Luqman and
                  El{-}Sayed M. El{-}Alfy},
  title        = {Utilizing motion and spatial features for sign language gesture recognition
                  using cascaded {CNN} and {LSTM} models},
  journal      = {Turkish J. Electr. Eng. Comput. Sci.},
  volume       = {30},
  number       = {7},
  pages        = {2508--2525},
  year         = {2022}
}
@article{DBLP:journals/entropy/BaiYQW22,
  author       = {Jiansheng Bai and
                  Jinjie Yao and
                  Juncheng Qi and
                  Liming Wang},
  title        = {Electromagnetic Modulation Signal Classification Using Dual-Modal
                  Feature Fusion {CNN}},
  journal      = {Entropy},
  volume       = {24},
  number       = {5},
  pages        = {700},
  year         = {2022}
}
@article{DBLP:journals/entropy/YangGS22,
  author       = {Jun Yang and
                  Siheng Gao and
                  Tao Shen},
  title        = {A Two-Branch {CNN} Fusing Temporal and Frequency Features for Motor
                  Imagery {EEG} Decoding},
  journal      = {Entropy},
  volume       = {24},
  number       = {3},
  pages        = {376},
  year         = {2022}
}
@article{DBLP:journals/entropy/ZhuLK22,
  author       = {Junjiang Zhu and
                  Jintao Lv and
                  Dongdong Kong},
  title        = {{CNN-FWS:} {A} Model for the Diagnosis of Normal and Abnormal {ECG}
                  with Feature Adaptive},
  journal      = {Entropy},
  volume       = {24},
  number       = {4},
  pages        = {471},
  year         = {2022}
}
@article{DBLP:journals/esi/LadiPDL22,
  author       = {Sandeep Kumar Ladi and
                  G. K. Panda and
                  Ratnakar Dash and
                  Pradeep Kumar Ladi},
  title        = {A novel strategy for classifying spectral-spatial shallow and deep
                  hyperspectral image features using 1D-EWT and 3D-CNN},
  journal      = {Earth Sci. Informatics},
  volume       = {15},
  number       = {4},
  pages        = {2289--2301},
  year         = {2022}
}
@article{DBLP:journals/eswa/KimJPLA22,
  author       = {Hyungjung Kim and
                  Woo{-}Kyun Jung and
                  Young{-}Chul Park and
                  Jae{-}Won Lee and
                  Sung{-}Hoon Ahn},
  title        = {Broken stitch detection method for sewing operation using {CNN} feature
                  map and image-processing techniques},
  journal      = {Expert Syst. Appl.},
  volume       = {188},
  pages        = {116014},
  year         = {2022}
}
@article{DBLP:journals/eswa/PingaleS22,
  author       = {Subhash V. Pingale and
                  Sanjay R. Sutar},
  title        = {Remora whale optimization-based hybrid deep learning for network intrusion
                  detection using {CNN} features},
  journal      = {Expert Syst. Appl.},
  volume       = {210},
  pages        = {118476},
  year         = {2022}
}
@article{DBLP:journals/fini/GalazDMGMZSFCOR22,
  author       = {Zoltan Galaz and
                  Peter Drot{\'{a}}r and
                  Jir{\'{\i}} Mekyska and
                  Matej Gazda and
                  Jan Mucha and
                  Vojtech Zvoncak and
                  Zdenek Sm{\'{e}}kal and
                  Marcos Fa{\'{u}}ndez{-}Zanuy and
                  Reinel Castrillon and
                  Juan Rafael Orozco{-}Arroyave and
                  Steven Z. Rapcsak and
                  Tamas Kincses and
                  Lubos Brabenec and
                  Irena Rektorov{\'{a}}},
  title        = {Comparison of CNN-Learned vs. Handcrafted Features for Detection of
                  Parkinson's Disease Dysgraphia in a Multilingual Dataset},
  journal      = {Frontiers Neuroinformatics},
  volume       = {16},
  pages        = {877139},
  year         = {2022}
}
@article{DBLP:journals/finr/ZhangZTSLLYY22,
  author       = {Rongkai Zhang and
                  Ying Zeng and
                  Li Tong and
                  Jun Shu and
                  Runnan Lu and
                  Zhongrui Li and
                  Kai Yang and
                  Bin Yan},
  title        = {{EEG} Identity Authentication in Multi-Domain Features: {A} Multi-Scale
                  3D-CNN Approach},
  journal      = {Frontiers Neurorobotics},
  volume       = {16},
  year         = {2022}
}
@article{DBLP:journals/ieiceta/OdagawaOKTYMT22,
  author       = {Masayuki Odagawa and
                  Takumi Okamoto and
                  Tetsushi Koide and
                  Toru Tamaki and
                  Shigeto Yoshida and
                  Hiroshi Mieno and
                  Shinji Tanaka},
  title        = {Classification with {CNN} features and {SVM} on Embedded {DSP} Core
                  for Colorectal Magnified {NBI} Endoscopic Video Image},
  journal      = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
  volume       = {105-A},
  number       = {1},
  pages        = {25--34},
  year         = {2022}
}
@article{DBLP:journals/ieicetd/LiuWLXL22,
  author       = {Hongzhe Liu and
                  Ningwei Wang and
                  Xuewei Li and
                  Cheng Xu and
                  Yaze Li},
  title        = {{BFF} {R-CNN:} Balanced Feature Fusion for Object Detection},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {105-D},
  number       = {8},
  pages        = {1472--1480},
  year         = {2022}
}
@article{DBLP:journals/iet-ipr/GargouriMDSA22,
  author       = {Norhene Gargouri and
                  Raouia Mokni and
                  Alima Damak and
                  Dorra Sellami and
                  Riadh Abid},
  title        = {An automatic breast computer-aided diagnosis scheme based on a weighted
                  fusion of relevant features and a deep {CNN} classifier},
  journal      = {{IET} Image Process.},
  volume       = {16},
  number       = {12},
  pages        = {3394--3406},
  year         = {2022}
}
@article{DBLP:journals/ijahuc/SmruthyS22,
  author       = {A. Smruthy and
                  M. Suchetha},
  title        = {A novel optimised apnea classification with {AA-CNN} method by utilising
                  the {EDR} and {ECG} features},
  journal      = {Int. J. Ad Hoc Ubiquitous Comput.},
  volume       = {41},
  number       = {1},
  pages        = {58--67},
  year         = {2022}
}
@article{DBLP:journals/ijcvr/EfatHASI22,
  author       = {Md. Iftekharul Alam Efat and
                  Md. Shazzad Hossain and
                  Shuvra Aditya and
                  Jahanggir Hossain Setu and
                  K. M. Imtiaz{-}Ud{-}Din},
  title        = {Identifying optimised speaker identification model using hybrid {GRU-CNN}
                  feature extraction technique},
  journal      = {Int. J. Comput. Vis. Robotics},
  volume       = {12},
  number       = {6},
  pages        = {662--685},
  year         = {2022}
}
@article{DBLP:journals/ijcysa/SwinneyW22,
  author       = {Carolyn J. Swinney and
                  John C. Woods},
  title        = {{GPS} Jamming Signal Classification with {CNN} Feature Extraction
                  in low Signal-to-Noise Environments},
  journal      = {Int. J. Cyber Situational Aware.},
  volume       = {6},
  number       = {1},
  pages        = {1--21},
  year         = {2022}
}
@article{DBLP:journals/ijflis/AdesuyiKK22,
  author       = {Tosinakinwale Adesuyi and
                  Byeong{-}Man Kim and
                  Jongwan Kim},
  title        = {Snoring Sound Classification Using 1D-CNN Model Based on Multi-Feature
                  Extraction},
  journal      = {Int. J. Fuzzy Log. Intell. Syst.},
  volume       = {22},
  number       = {1},
  pages        = {1--10},
  year         = {2022}
}
@article{DBLP:journals/ijira/DoraN22,
  author       = {V. Raghava Swamy Dora and
                  V. Nagalakshmi},
  title        = {Optimal feature selection with CNN-feature learning for DDoS attack
                  detection using meta-heuristic-based {LSTM}},
  journal      = {Int. J. Intell. Robotics Appl.},
  volume       = {6},
  number       = {2},
  pages        = {323--349},
  year         = {2022}
}
@article{DBLP:journals/ijis/CaiWL22,
  author       = {Guopeng Cai and
                  Xiaochao Wei and
                  Yao Li},
  title        = {Privacy-preserving {CNN} feature extraction and retrieval over medical
                  images},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {11},
  pages        = {9267--9289},
  year         = {2022}
}
@article{DBLP:journals/ijis/LuZGCZYZ22,
  author       = {Fangfang Lu and
                  Zhihao Zhang and
                  Lingling Guo and
                  Jingjing Chen and
                  Yihan Zhu and
                  Ke Yan and
                  Xiaokang Zhou},
  title        = {HFENet: {A} lightweight hand-crafted feature enhanced {CNN} for ceramic
                  tile surface defect detection},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {12},
  pages        = {10670--10693},
  year         = {2022}
}
@article{DBLP:journals/ijis/UllahNNCA22,
  author       = {Farhan Ullah and
                  Muhammad Rashid Naeem and
                  Hamad Naeem and
                  Xiaochun Cheng and
                  Mamoun Alazab},
  title        = {CroLSSim: Cross-language software similarity detector using hybrid
                  approach of LSA-based AST-MDrep features and {CNN-LSTM} model},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {9},
  pages        = {5768--5795},
  year         = {2022}
}
@article{DBLP:journals/ijista/ZhouNGD22,
  author       = {Liang Zhou and
                  Amita Nandal and
                  Todor Ganchev and
                  Arvind Dhaka},
  title        = {Breast cancer detection by fusion of deep features with {CNN} extracted
                  features},
  journal      = {Int. J. Intell. Syst. Technol. Appl.},
  volume       = {20},
  number       = {6},
  pages        = {510--523},
  year         = {2022}
}
@article{DBLP:journals/ijon/DingZZHCYYC22,
  author       = {Yao Ding and
                  Zhili Zhang and
                  Xiaofeng Zhao and
                  Danfeng Hong and
                  Wei Cai and
                  Chengguo Yu and
                  Nengjun Yang and
                  Weiwei Cai},
  title        = {Multi-feature fusion: Graph neural network and {CNN} combining for
                  hyperspectral image classification},
  journal      = {Neurocomputing},
  volume       = {501},
  pages        = {246--257},
  year         = {2022}
}
@article{DBLP:journals/ijon/GuanLZF22,
  author       = {Shannan Guan and
                  Haiyan Lu and
                  Linchao Zhu and
                  Gengfa Fang},
  title        = {{AFE-CNN:} 3D Skeleton-based Action Recognition with Action Feature
                  Enhancement},
  journal      = {Neurocomputing},
  volume       = {514},
  pages        = {256--267},
  year         = {2022}
}
@article{DBLP:journals/ijon/MecheterAZA22,
  author       = {Imene Mecheter and
                  Maysam Abbod and
                  Habib Zaidi and
                  Abbes Amira},
  title        = {Brain {MR} images segmentation using 3D {CNN} with features recalibration
                  mechanism for segmented {CT} generation},
  journal      = {Neurocomputing},
  volume       = {491},
  pages        = {232--243},
  year         = {2022}
}
@article{DBLP:journals/isci/AfzalAAZBWL22,
  author       = {Muhammad Kamran Afzal and
                  Jibril Muhammad Adam and
                  Hafiz Muhammad Rehan Afzal and
                  Yu Zang and
                  Saifullahi Aminu Bello and
                  Cheng Wang and
                  Jonathan Li},
  title        = {Discriminative feature abstraction by deep {L2} hypersphere embedding
                  for 3D mesh CNNs},
  journal      = {Inf. Sci.},
  volume       = {607},
  pages        = {1158--1173},
  year         = {2022}
}
@article{DBLP:journals/iswa/ThepadeJ22,
  author       = {Sudeep D. Thepade and
                  Jovian Anthony Jaison},
  title        = {Fusion of vectored text descriptors with auto extracted deep {CNN}
                  features for improved image classification},
  journal      = {Intell. Syst. Appl.},
  volume       = {16},
  pages        = {200108},
  year         = {2022}
}
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  author       = {Kaiyang Liao and
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                  {CNN} Features},
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  title        = {{CNN} based musical instrument identification using time-frequency
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                  Refat Khan Pathan and
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  author       = {Imran Ul Haq and
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  author       = {Rafid Mostafiz and
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  title        = {A computationally efficient {CNN-LSTM} neural network for estimation
                  of blood pressure from features of electrocardiogram and photoplethysmogram
                  waveforms},
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  author       = {Wenhui Guo and
                  Guixun Xu and
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                  Yanjiang Wang},
  title        = {Hyperspectral Image Classification Using CNN-Enhanced Multi-Level
                  Haar Wavelet Features Fusion Network},
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  author       = {Liang Zeng and
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  title        = {Dual-Polarized {SAR} Ship Grained Classification Based on {CNN} With
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  author       = {Jinsong Zhang and
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  title        = {Integrating Coordinate Features in CNN-Based Remote Sensing Imagery
                  Classification},
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@article{DBLP:journals/mta/BabuK22,
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  author       = {Yuanyuan Li and
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                  Qichun Sun and
                  Jiahang Chen and
                  Wanqing Song and
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  title        = {Prediction of wind turbine blades icing based on feature Selection
                  and 1D-CNN-SBiGRU},
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  author       = {Zhihua Xie and
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  title        = {Regularization and attention feature distillation base on light {CNN}
                  for Hyperspectral face recognition},
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  author       = {Bo Yang and
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                  Shaohui Chen and
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  title        = {A feature extraction method for person re-identification based on
                  a two-branch {CNN}},
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  title        = {{CNN-EFF:} {CNN} Based Edge Feature Fusion in Semantic Image Labelling
                  and Parsing},
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  author       = {Yanchao Li and
                  Guoyun Lian and
                  Wenyu Zhang and
                  Guanglin Ma and
                  Jin Ren and
                  Jinfeng Yang},
  title        = {Heterogeneous feature-aware Transformer-CNN coupling network for person
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@article{DBLP:journals/puc/HuLLYC22,
  author       = {Qingyuan Hu and
                  Qian Li and
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  title        = {Correction to: Multi-level word features based on {CNN} for fake news
                  detection in cultural communication},
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  author       = {Haitao Lang and
                  Ruifu Wang and
                  Shaoying Zheng and
                  Siwen Wu and
                  Jialu Li},
  title        = {Ship Classification in {SAR} Imagery by Shallow {CNN} Pre-Trained
                  on Task-Specific Dataset with Feature Refinement},
  journal      = {Remote. Sens.},
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  pages        = {5986},
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  author       = {Peng Li and
                  Peng Chen and
                  Dezheng Zhang},
  title        = {Cross-Modal Feature Representation Learning and Label Graph Mining
                  in a Residual Multi-Attentional {CNN-LSTM} Network for Multi-Label
                  Aerial Scene Classification},
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@article{DBLP:journals/remotesensing/TangLHZX22,
  author       = {Haojin Tang and
                  Yanshan Li and
                  Zhiquan Huang and
                  Li Zhang and
                  Weixin Xie},
  title        = {Fusion of Multidimensional {CNN} and Handcrafted Features for Small-Sample
                  Hyperspectral Image Classification},
  journal      = {Remote. Sens.},
  volume       = {14},
  number       = {15},
  pages        = {3796},
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@article{DBLP:journals/remotesensing/YaoLB22,
  author       = {Wei Yao and
                  Cheng Lian and
                  Lorenzo Bruzzone},
  title        = {A {CNN} Ensemble Based on a Spectral Feature Refining Module for Hyperspectral
                  Image Classification},
  journal      = {Remote. Sens.},
  volume       = {14},
  number       = {19},
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@article{DBLP:journals/sensors/AlSaeedO22,
  author       = {Duaa Hamed Alsaeed and
                  Samar Fouad Omar},
  title        = {Brain {MRI} Analysis for Alzheimer's Disease Diagnosis Using CNN-Based
                  Feature Extraction and Machine Learning},
  journal      = {Sensors},
  volume       = {22},
  number       = {8},
  pages        = {2911},
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@article{DBLP:journals/sensors/ChenNCHSIY22,
  author       = {Guo{-}Hong Chen and
                  Jie Ni and
                  Zhuo Chen and
                  Hao Huang and
                  Yun{-}Lei Sun and
                  Wai Hung Ip and
                  Kai{-}Leung Yung},
  title        = {Detection of Highway Pavement Damage Based on a {CNN} Using Grayscale
                  and {HOG} Features},
  journal      = {Sensors},
  volume       = {22},
  number       = {7},
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@article{DBLP:journals/sensors/GuoTM22,
  author       = {Zhimin Guo and
                  Yangyang Tian and
                  Wandeng Mao},
  title        = {A Robust Faster {R-CNN} Model with Feature Enhancement for Rust Detection
                  of Transmission Line Fitting},
  journal      = {Sensors},
  volume       = {22},
  number       = {20},
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@article{DBLP:journals/sensors/KowalskiGM22,
  author       = {Marcin Kowalski and
                  Artur Grudzien and
                  Krzysztof Mierzejewski},
  title        = {Thermal-Visible Face Recognition Based on {CNN} Features and Triple
                  Triplet Configuration for On-the-Move Identity Verification},
  journal      = {Sensors},
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  number       = {13},
  pages        = {5012},
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@article{DBLP:journals/sensors/MathunjwaLLASS22,
  author       = {Bhekumuzi M. Mathunjwa and
                  Yin{-}Tsong Lin and
                  Chien{-}Hung Lin and
                  Maysam F. Abbod and
                  Muammar Sadrawi and
                  Jiann{-}Shing Shieh},
  title        = {{ECG} Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional
                  Deep Residual {CNN} Features},
  journal      = {Sensors},
  volume       = {22},
  number       = {4},
  pages        = {1660},
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@article{DBLP:journals/sensors/MiaoJT22,
  author       = {Rui Miao and
                  Hongxu Jiang and
                  Fangzheng Tian},
  title        = {Robust Ship Detection in Infrared Images through Multiscale Feature
                  Extraction and Lightweight {CNN}},
  journal      = {Sensors},
  volume       = {22},
  number       = {3},
  pages        = {1226},
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@article{DBLP:journals/sensors/RusnacG22,
  author       = {Ana{-}Luiza Rusnac and
                  Ovidiu Grigore},
  title        = {{CNN} Architectures and Feature Extraction Methods for {EEG} Imaginary
                  Speech Recognition},
  journal      = {Sensors},
  volume       = {22},
  number       = {13},
  pages        = {4679},
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@article{DBLP:journals/sensors/Sandoval-Espino22,
  author       = {Jorge Arturo Sandoval{-}Espino and
                  {\'{A}}lvaro Zamudio Lara and
                  Jos{\'{e}} Antonio Marb{\'{a}}n{-}Salgado and
                  J. Jes{\'{u}}s Escobedo Alatorre and
                  Omar Palillero{-}Sandoval and
                  J. Guadalupe Vel{\'{a}}squez{-}Aguilar},
  title        = {Selection of the Best Set of Features for sEMG-Based Hand Gesture
                  Recognition Applying a {CNN} Architecture},
  journal      = {Sensors},
  volume       = {22},
  number       = {13},
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@article{DBLP:journals/sensors/SongFZCWX22,
  author       = {Kunpeng Song and
                  Jiajia Fang and
                  Lei Zhang and
                  Fangni Chen and
                  Jian Wan and
                  Neal N. Xiong},
  title        = {An Intelligent Epileptic Prediction System Based on Synchrosqueezed
                  Wavelet Transform and Multi-Level Feature {CNN} for Smart Healthcare
                  IoT},
  journal      = {Sensors},
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  number       = {17},
  pages        = {6458},
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  author       = {Zeenat Tariq and
                  Sayed Khushal Shah and
                  Yugyung Lee},
  title        = {Feature-Based Fusion Using {CNN} for Lung and Heart Sound Classification},
  journal      = {Sensors},
  volume       = {22},
  number       = {4},
  pages        = {1521},
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@article{DBLP:journals/sensors/XieLXGL22,
  author       = {Wenlang Xie and
                  Zhixiong Li and
                  Yang Xu and
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  title        = {Evaluation of Different Bearing Fault Classifiers in Utilizing {CNN}
                  Feature Extraction Ability},
  journal      = {Sensors},
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  pages        = {3314},
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  author       = {Wang Yang and
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                  Zhiqing Wen},
  title        = {An InSAR Interferogram Filtering Method Based on Multi-Level Feature
                  Fusion {CNN}},
  journal      = {Sensors},
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  author       = {Jiahuan Zhang and
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  title        = {Regularization Meets Enhanced Multi-Stage Fusion Features: Making
                  {CNN} More Robust against White-Box Adversarial Attacks},
  journal      = {Sensors},
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  author       = {Mohammed Ammar and
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  title        = {Feature Extraction using {CNN} for Peripheral Blood Cells Recognition},
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  author       = {Fanqiang Kong and
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  title        = {A Spectral-Spatial Feature Extraction Method With Polydirectional
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  author       = {Meibin Qi and
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                  Yimin Liu and
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  author       = {Guosen Xu and
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                  Lucas Pedrosa Soares and
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  title        = {Feature-Based Constraint Deep {CNN} Method for Mapping Rainfall-Induced
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  title        = {{LPI} Radar Signal Recognition Based on Dual-Channel {CNN} and Feature
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                  Li Du and
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  author       = {Kang Zhao and
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                  Zhihua Wang and
                  Ping Chen and
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  title        = {A Binarized CNN-Based Bowel Sound Recognition Algorithm With Time-Domain
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  author       = {Zhaowei Wang and
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  author       = {Guangwei Gao and
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                  Dameng Yin and
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                  Yang Chen},
  title        = {Automatic Spectral Representation With Improved Stacked Spectral Feature
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  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
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  author       = {Xianfeng Ou and
                  Liangzhen Liu and
                  Bing Tu and
                  Guoyun Zhang and
                  Zhi Xu},
  title        = {A {CNN} Framework With Slow-Fast Band Selection and Feature Fusion
                  Grouping for Hyperspectral Image Change Detection},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
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@article{DBLP:journals/tgrs/RoyDHAPC22,
  author       = {Swalpa Kumar Roy and
                  Ankur Deria and
                  Danfeng Hong and
                  Muhammad Ahmad and
                  Antonio Plaza and
                  Jocelyn Chanussot},
  title        = {Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological
                  Feature Learning},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
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@article{DBLP:journals/tgrs/ZhangWWWL22a,
  author       = {Jing Zhang and
                  Jun Wu and
                  Hui Wang and
                  Yuchen Wang and
                  Yunsong Li},
  title        = {Cloud Detection Method Using {CNN} Based on Cascaded Feature Attention
                  and Channel Attention},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {60},
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  author       = {Shuyu Zhang and
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                  Jun Zhou and
                  Sen Jia},
  title        = {Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral
                  Image Classification},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {60},
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  year         = {2022}
}
@article{DBLP:journals/tii/ThuwajitRSACBBT22,
  author       = {Punnawish Thuwajit and
                  Phurin Rangpong and
                  Phattarapong Sawangjai and
                  Phairot Autthasan and
                  Rattanaphon Chaisaen and
                  Nannapas Banluesombatkul and
                  Puttaranun Boonchit and
                  Nattasate Tatsaringkansakul and
                  Thapanun Sudhawiyangkul and
                  Theerawit Wilaiprasitporn},
  title        = {EEGWaveNet: Multiscale CNN-Based Spatiotemporal Feature Extraction
                  for {EEG} Seizure Detection},
  journal      = {{IEEE} Trans. Ind. Informatics},
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  number       = {8},
  pages        = {5547--5557},
  year         = {2022}
}
@article{DBLP:journals/titb/JoshiN22,
  author       = {Amogh Manoj Joshi and
                  Deepak Ranjan Nayak},
  title        = {MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning {CNN}
                  for {COVID-19} Diagnosis From {CT} Images},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {26},
  number       = {11},
  pages        = {5355--5363},
  year         = {2022}
}
@article{DBLP:journals/tits/0032WT0Z22,
  author       = {Yong Wang and
                  Xian Wei and
                  Xuan Tang and
                  Hao Shen and
                  Huanlong Zhang},
  title        = {Adaptive Fusion {CNN} Features for {RGBT} Object Tracking},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {23},
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  pages        = {7831--7840},
  year         = {2022}
}
@article{DBLP:journals/tits/BeheraWKD22,
  author       = {Ardhendu Behera and
                  Zachary Wharton and
                  Alexander Keidel and
                  Bappaditya Debnath},
  title        = {Deep CNN, Body Pose, and Body-Object Interaction Features for Drivers'
                  Activity Monitoring},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {23},
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  pages        = {2874--2881},
  year         = {2022}
}
@article{DBLP:journals/tnn/WangLPYQ22,
  author       = {Huan Wang and
                  Zhiliang Liu and
                  Dandan Peng and
                  Mei Yang and
                  Yong Qin},
  title        = {Feature-Level Attention-Guided Multitask {CNN} for Fault Diagnosis
                  and Working Conditions Identification of Rolling Bearing},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {33},
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  pages        = {4757--4769},
  year         = {2022}
}
@article{DBLP:journals/tosn/LiTDZ22,
  author       = {Yantao Li and
                  Peng Tao and
                  Shaojiang Deng and
                  Gang Zhou},
  title        = {DeFFusion: CNN-based Continuous Authentication Using Deep Feature
                  Fusion},
  journal      = {{ACM} Trans. Sens. Networks},
  volume       = {18},
  number       = {2},
  pages        = {18:1--18:20},
  year         = {2022}
}
@article{DBLP:journals/vc/MohtavipourSA22,
  author       = {Seyed Mehdi Mohtavipour and
                  Mahmoud Saeidi and
                  Abouzar Arabsorkhi},
  title        = {A multi-stream {CNN} for deep violence detection in video sequences
                  using handcrafted features},
  journal      = {Vis. Comput.},
  volume       = {38},
  number       = {6},
  pages        = {2057--2072},
  year         = {2022}
}
@inproceedings{DBLP:conf/aaai/HanHMHC22,
  author       = {Guangxing Han and
                  Shiyuan Huang and
                  Jiawei Ma and
                  Yicheng He and
                  Shih{-}Fu Chang},
  title        = {Meta Faster {R-CNN:} Towards Accurate Few-Shot Object Detection with
                  Attentive Feature Alignment},
  booktitle    = {{AAAI}},
  pages        = {780--789},
  publisher    = {{AAAI} Press},
  year         = {2022}
}
@inproceedings{DBLP:conf/accv/LiLY22,
  author       = {Yuxuan Li and
                  Xiang Li and
                  Jian Yang},
  title        = {Spatial Group-Wise Enhance: Enhancing Semantic Feature Learning in
                  {CNN}},
  booktitle    = {{ACCV} {(5)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13845},
  pages        = {316--332},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/acit3/ElbosatyAE22,
  author       = {Alaa T. Elbosaty and
                  Walid M. Abdelmoez and
                  Essam{-}Eldean Elfakharany},
  title        = {Within-Project Defect Prediction Using Improved {CNN} Model via Extracting
                  the Source Code Features},
  booktitle    = {{ACIT}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/aims2/JiJCP22,
  author       = {Chunyan Ji and
                  Yang Jiao and
                  Ming Chen and
                  Yi Pan},
  title        = {Infant Cry Classification Based-On Feature Fusion and Mel-Spectrogram
                  Decomposition with CNNs},
  booktitle    = {{AIMS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13729},
  pages        = {126--134},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/aipr/DaleQCKW22,
  author       = {Ashley Dale and
                  Mei Qiu and
                  Lauren A. Christopher and
                  Wendy Krogg and
                  Albert William},
  title        = {CNN-based network has Network Anisotropy -work harder to learn rotated
                  feature than non-rotated feature},
  booktitle    = {{AIPR}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/apit/ShenS22,
  author       = {Yulin Shen and
                  Xian Shuai},
  title        = {Meta-learning Fine-tuned Feature Extractor for Few-shot Image Classification:
                  {A} Case Study on Fine-tuning {CNN} Backbone with Transformer for
                  Few-shot Learning},
  booktitle    = {{APIT}},
  pages        = {9--14},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ascc/KimKKK22,
  author       = {Eun{-}Kyeong Kim and
                  Jin Yong Kim and
                  Baekcheon Kim and
                  Sungshin Kim},
  title        = {Data Augmentation Method based on Feature Extraction for Improving
                  Classification Performance of {CNN}},
  booktitle    = {{ASCC}},
  pages        = {1126--1130},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/bibm/RenQYZLS22,
  author       = {Zhimin Ren and
                  Yuheng Qiao and
                  Yuping Yuan and
                  You Zhou and
                  Yanchun Liang and
                  Xiaohu Shi},
  title        = {Time and Time-Frequency Features Integrated {CNN} Model for Heart
                  Sound Signals Detection},
  booktitle    = {{BIBM}},
  pages        = {1138--1143},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/bmei/DuHZ22,
  author       = {Ruoyu Du and
                  Jingjie Huang and
                  Shujin Zhu},
  title        = {EEG-Based Epileptic Seizure Detection Model Using {CNN} Feature Optimization},
  booktitle    = {{CISP-BMEI}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/bmvc/SharifDHYX22,
  author       = {Muhammad Hamza Sharif and
                  Dmitry Demidov and
                  Asif Hanif and
                  Mohammad Yaqub and
                  Min Xu},
  title        = {TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution
                  Medical Image Segmentation via Feature Grafting},
  booktitle    = {{BMVC}},
  pages        = {293},
  publisher    = {{BMVA} Press},
  year         = {2022}
}
@inproceedings{DBLP:conf/bsn/YanTW22,
  author       = {Yueru Yan and
                  Mei Tu and
                  Hongbo Wen},
  title        = {A {CNN} Model with Discretized Mobile Features for Depression Detection},
  booktitle    = {{BSN}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/cacml/ChenDT22,
  author       = {Zipei Chen and
                  Yifei Du and
                  Teoh Teik Toe},
  title        = {Line Average Pooling: {A} Better Way to Handle Feature Maps on {CNN}
                  for Skin Cancer Classification},
  booktitle    = {{CACML}},
  pages        = {522--526},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/cis/WangDJZYM22,
  author       = {Liubin Wang and
                  Xiaofang Deng and
                  Qiuxiang Jiang and
                  Lin Zheng and
                  Chao Yang and
                  Liuqiaoyu Mo},
  title        = {Feature bands study of {MI} signals based on {FBCSP} for {CNN}},
  booktitle    = {{CIS}},
  pages        = {157--161},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/csai/HuanLZW22,
  author       = {Shuaiwei Huan and
                  Jinhua Li and
                  Yujie Zhang and
                  Qi Wang},
  title        = {{VMD-CNN:} Dual Feature Extraction for Detection of Turn-to-Turn Short
                  Circuit Faults in Permanent Magnet Synchronous Motors},
  booktitle    = {{CSAI}},
  pages        = {224--230},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/cvip/ShashankBK22,
  author       = {B. N. Shashank and
                  S. Nagesh Bhattu and
                  K. Sri Phani Krishna},
  title        = {Improvising the {CNN} Feature Maps Through Integration of Channel
                  Attention for Handwritten Text Recognition},
  booktitle    = {{CVIP} {(2)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1777},
  pages        = {490--502},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/cvpr/XuSYMY22,
  author       = {Yunqiu Xu and
                  Yifan Sun and
                  Zongxin Yang and
                  Jiaxu Miao and
                  Yi Yang},
  title        = {{H2FA} {R-CNN:} Holistic and Hierarchical Feature Alignment for Cross-domain
                  Weakly Supervised Object Detection},
  booktitle    = {{CVPR}},
  pages        = {14309--14319},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/dcc/CaiX0W22,
  author       = {Yangang Cai and
                  Peiyin Xing and
                  Zhenyu Wang and
                  Ronggang Wang},
  title        = {Jointly Training of Binary 3D {CNN} Features for Action Recognition},
  booktitle    = {{DCC}},
  pages        = {446},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/eccv/ChandrasegaranT22,
  author       = {Keshigeyan Chandrasegaran and
                  Ngoc{-}Trung Tran and
                  Alexander Binder and
                  Ngai{-}Man Cheung},
  title        = {Discovering Transferable Forensic Features for CNN-Generated Images
                  Detection},
  booktitle    = {{ECCV} {(15)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13675},
  pages        = {671--689},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/eccv/JaiswalFT22,
  author       = {Shantanu Jaiswal and
                  Basura Fernando and
                  Cheston Tan},
  title        = {{TDAM:} Top-Down Attention Module for Contextually Guided Feature
                  Selection in CNNs},
  booktitle    = {{ECCV} {(25)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13685},
  pages        = {259--276},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/eccv/PradeepS22,
  author       = {Chakka Sai Pradeep and
                  Neelam Sinha},
  title        = {Fused Multilayer Layer-CAM Fine-Grained Spatial Feature Supervision
                  for Surgical Phase Classification Using CNNs},
  booktitle    = {{ECCV} Workshops {(6)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13806},
  pages        = {712--726},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/embc/AlshirbajiJDNM22,
  author       = {Tamer {Abdulbaki Alshirbaji} and
                  Nour Aldeen Jalal and
                  Paul David Docherty and
                  Thomas Neumuth and
                  Knut M{\"{o}}ller},
  title        = {Improving the Generalisability of Deep CNNs by Combining Multi-stage
                  Features for Surgical Tool Classification},
  booktitle    = {{EMBC}},
  pages        = {533--536},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/esann/KumaraswamyODLS22,
  author       = {Suresh Kirthi Kumaraswamy and
                  Alexey Ozerov and
                  Ngoc Q. K. Duong and
                  Anne Lambert and
                  Fran{\c{c}}ois Schnitzler and
                  Patrick Fontaine},
  title        = {Feature Compression Using Dynamic Switches in Multi-split CNNs},
  booktitle    = {{ESANN}},
  year         = {2022}
}
@inproceedings{DBLP:conf/fpl/JeuneGM22,
  author       = {Laurens Le Jeune and
                  Toon Goedem{\'{e}} and
                  Nele Mentens},
  title        = {Feature dimensionality in {CNN} acceleration for high-throughput network
                  intrusion detection},
  booktitle    = {{FPL}},
  pages        = {366--374},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/hci/TamadaS22,
  author       = {Takuya Tamada and
                  Ryosuke Saga},
  title        = {Book Recommender System Using {CNN} Capturing Feature of Synopses
                  and Reviews},
  booktitle    = {{HCI} {(43)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13518},
  pages        = {518--530},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/icassp/SalafianBSRF22,
  author       = {Bahareh Salafian and
                  Eyal Fishel Ben{-}Knaan and
                  Nir Shlezinger and
                  Sandrine de Ribaupierre and
                  Nariman Farsad},
  title        = {CNN-Aided Factor Graphs with Estimated Mutual Information Features
                  for Seizure Detection},
  booktitle    = {{ICASSP}},
  pages        = {8677--8681},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icb/SasugaIA22,
  author       = {Nagisa Sasuga and
                  Koichi Ito and
                  Takafumi Aoki},
  title        = {Fingerprint Feature Extraction Using {CNN} with Multiple Attention
                  Mechanisms},
  booktitle    = {{IJCB}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icbbt/Wu022,
  author       = {Wenfa Wu and
                  Min Liu},
  title        = {A Method for Yeast Promoter Strength Prediction Based on a Branched
                  {CNN} Feature Extractor},
  booktitle    = {{ICBBT}},
  pages        = {151--157},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iccai/Jin0BZ22,
  author       = {Bo Jin and
                  Tao Zhang and
                  Tang Bin and
                  Qin Hao Zhang},
  title        = {An Object Detector based on Bi-directional Feature Pyramid Network
                  and Faster {R-CNN}},
  booktitle    = {{ICCAI}},
  pages        = {484--490},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iccchina/LiYZZDM22,
  author       = {Boran Li and
                  Lei Yue and
                  Zhimin Zhao and
                  Lei Zhang and
                  Jingwei Dai and
                  Jian Ma},
  title        = {Compound Interference Identification Based on Multi-scale Feature
                  Pyramid using {CNN}},
  booktitle    = {{ICCC}},
  pages        = {320--325},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icccv/PanXCPC22,
  author       = {Qikun Pan and
                  Xiaoxi Xu and
                  Qi Chang and
                  Chundi Pan and
                  Guo Cao},
  title        = {Feature Fusion: Graph Attention Network and {CNN} Combing for Hyperspectral
                  Image Classification},
  booktitle    = {{ICCCV}},
  pages        = {171--178},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icct/LiuLZXWY22,
  author       = {Zeyu Liu and
                  Kejun Lei and
                  Yinhang Zhang and
                  Changqing Xiang and
                  Xuming Wang and
                  Xi Yang},
  title        = {Deep and Shallow Features Fusion Based Deep {CNN} for Spectrum Sensing
                  in Cognitive Radio},
  booktitle    = {{ICCT}},
  pages        = {236--240},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iciap/AbateCNN22,
  author       = {Andrea F. Abate and
                  Lucia Cimmino and
                  Michele Nappi and
                  Fabio Narducci},
  title        = {Fusion of Periocular Deep Features in a Dual-Input {CNN} for Biometric
                  Recognition},
  booktitle    = {{ICIAP} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13231},
  pages        = {368--378},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/icip/AkodadBPXGB22,
  author       = {Sara Akodad and
                  Lionel Bombrun and
                  Maria Puscasu and
                  Junshi Xia and
                  Christian Germain and
                  Yannick Berthoumieu},
  title        = {Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer
                  {CNN} Features},
  booktitle    = {{ICIP}},
  pages        = {1081--1085},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icit/ZhuL22,
  author       = {Jiahui Zhu and
                  Haiming Li},
  title        = {Text Sentiment Analysis Based on CNN-BiGRU Enhanced Features},
  booktitle    = {{ICIT}},
  pages        = {15--21},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icml/BrutzkusGMNS22,
  author       = {Alon Brutzkus and
                  Amir Globerson and
                  Eran Malach and
                  Alon Regev Netser and
                  Shai Shalev{-}Shwartz},
  title        = {Efficient Learning of CNNs using Patch Based Features},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {2336--2356},
  publisher    = {{PMLR}},
  year         = {2022}
}
@inproceedings{DBLP:conf/icmlsc/LeLHBD22,
  author       = {Truong{-}Minh Le and
                  Nguyen{-}Phan{-}Long Le and
                  Nhat{-}Gia{-}Nghi Hua and
                  Nhien{-}Loc Bui and
                  Vinh Quang Dinh},
  title        = {Insight Evaluation on Traditional and {CNN} Features},
  booktitle    = {{ICMLSC}},
  pages        = {179--185},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ico/KarSA22,
  author       = {Susmita Kar and
                  Fazlul Hasan Siddiqui and
                  Nasim Akhtar},
  title        = {An Improved CNN-Based Feature Extraction Algorithm for Identifying
                  Pneumonia from Chest X-Ray Images},
  booktitle    = {{ICO}},
  pages        = {507--517},
  year         = {2022}
}
@inproceedings{DBLP:conf/iconip/MedhaC022,
  author       = {Medha and
                  Jitender Kumar Chhabra and
                  Dinesh Kumar},
  title        = {Improved Feature Fusion by Branched 1-D {CNN} for Speech Emotion Recognition},
  booktitle    = {{ICONIP} {(7)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1794},
  pages        = {175--186},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/iconip/XuLLSMGX22,
  author       = {Yehan Xu and
                  Jingyu Luo and
                  Junyi Liang and
                  Shaogang Song and
                  Ming Ma and
                  Ziheng Guo and
                  Likun Xia},
  title        = {{\textdollar}{\textbackslash}mathrm \{M\{3\}S {\textbackslash}text\{-
                  \}CNN\}{\textdollar}: Resting-State {EEG} Based Multimodal and Multiscale
                  Feature Extraction for Student Behavior Prediction in Class},
  booktitle    = {{ICONIP} {(5)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1792},
  pages        = {516--527},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/icprai/AkodadBGB22,
  author       = {Sara Akodad and
                  Lionel Bombrun and
                  Christian Germain and
                  Yannick Berthoumieu},
  title        = {Remote Sensing Scene Classification Based on Covariance Pooling of
                  Multi-layer {CNN} Features Guided by Saliency Maps},
  booktitle    = {{ICPRAI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13363},
  pages        = {579--590},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/icuimc/QolizadehA22,
  author       = {Mahmood Qolizadeh and
                  Mohammad Saniee Abadeh},
  title        = {Feature Reuse in {CNN} for Human Proteins Localization},
  booktitle    = {{IMCOM}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/igarss/GalletMGS22,
  author       = {Matthieu Gallet and
                  Ammar Mian and
                  Guillaume Ginolhac and
                  Nickolas Stelzenmuller},
  title        = {Classification of {GPR} Signals Via Covariance Pooling on {CNN} Features
                  Within a Riemannian Framework},
  booktitle    = {{IGARSS}},
  pages        = {365--368},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/igarss/QinW22,
  author       = {Wei{-}Bo Qin and
                  Feng Wang},
  title        = {A Universal Adversarial Attack on {CNN-SAR} Image Classification by
                  Feature Dictionary Modeling},
  booktitle    = {{IGARSS}},
  pages        = {1027--1030},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iicaiet/Ferdib-Al-Islam22,
  author       = {Ferdib{-}Al{-}Islam and
                  Pintu Chandra Shill},
  title        = {Identification of {COVID-19} from Chest {CT} Scan Using {CNN} as Feature
                  Extractor and Voting Classifier},
  booktitle    = {{IICAIET}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ijcnn/HurtKS22,
  author       = {J. Alex Hurt and
                  James Keller and
                  Grant J. Scott},
  title        = {Evolutionary Learning of Differential Morphological Profile Structure
                  for Shape Feature Enabled Faster {R-CNN}},
  booktitle    = {{IJCNN}},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ijcnn/SaikiaDYPR22,
  author       = {Pallabi Saikia and
                  Dhwani Dholaria and
                  Priyanka Yadav and
                  Vaidehi Patel and
                  Mohendra Roy},
  title        = {A Hybrid {CNN-LSTM} model for Video Deepfake Detection by Leveraging
                  Optical Flow Features},
  booktitle    = {{IJCNN}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/intellisys/AttarianLLTXYYZ22,
  author       = {Adam Attarian and
                  Minxuan Luo and
                  Yangyang Luo and
                  Hien T. Tran and
                  Xingfei Xu and
                  Chunxiao Yi and
                  Yahe Yu and
                  Fa Zhang},
  title        = {Airplane Detection and Classification Based on Mask {R-CNN} and {YOLO}
                  with Feature Engineering},
  booktitle    = {IntelliSys {(2)}},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {543},
  pages        = {752--768},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/interspeech/YamamotoNT22,
  author       = {Yuya Yamamoto and
                  Juhan Nam and
                  Hiroko Terasawa},
  title        = {Deformable {CNN} and Imbalance-Aware Feature Learning for Singing
                  Technique Classification},
  booktitle    = {{INTERSPEECH}},
  pages        = {2778--2782},
  publisher    = {{ISCA}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ipas2/SiddiqueJRKR22,
  author       = {Labib Ahmed Siddique and
                  Rabita Junhai and
                  Tanzim Reza and
                  Salman Sayeed Khan and
                  Tanvir Rahman},
  title        = {Analysis of Real-Time Hostile Activitiy Detection from Spatiotemporal
                  Features Using Time Distributed Deep CNNs, RNNs and Attention-Based
                  Mechanisms},
  booktitle    = {{IPAS}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/irc/MjolhusCNE22,
  author       = {{\O}yvind W. Mj{\o}lhus and
                  Andrej Cibicik and
                  Eirik B. Njaastad and
                  Olav Egeland},
  title        = {CNN-based Feature Extraction for Robotic Laser Scanning of Weld Grooves
                  in Tubular T-joints},
  booktitle    = {{IRC}},
  pages        = {324--328},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/isda/Hamoudab22,
  author       = {Maissa Hamouda and
                  MedSalim bouhlel},
  title        = {Virtual Reconstruction of Adaptive Spectral and Spatial Features Based
                  on {CNN} for {HSI} Classification},
  booktitle    = {{ISDA} {(1)}},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {646},
  pages        = {152--160},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/isscc/ChenUYMM22,
  author       = {Feifei Chen and
                  Ka{-}Fai Un and
                  Wei{-}Han Yu and
                  Pui{-}In Mak and
                  Rui Paulo Martins},
  title        = {A 108nW 0.8mm\({}^{\mbox{2}}\) Analog Voice Activity Detector {(VAD)}
                  Featuring a Time-Domain {CNN} as a Programmable Feature Extractor
                  and a Sparsity-Aware Computational Scheme in 28nm {CMOS}},
  booktitle    = {{ISSCC}},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/iwinac/Bologna22,
  author       = {Guido Bologna},
  title        = {Explaining {CNN} Classifications by Propositional Rules Generated
                  from {DCT} Feature Maps},
  booktitle    = {{IWINAC} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13259},
  pages        = {318--327},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/iwinac/ShoeibiRGNZG22,
  author       = {Afshin Shoeibi and
                  Mitra Rezaei and
                  Navid Ghassemi and
                  Zahra Namadchian and
                  Assef Zare and
                  Juan Manuel G{\'{o}}rriz},
  title        = {Automatic Diagnosis of Schizophrenia in {EEG} Signals Using Functional
                  Connectivity Features and {CNN-LSTM} Model},
  booktitle    = {{IWINAC} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13258},
  pages        = {63--73},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/midl/MahapatraG22,
  author       = {Dwarikanath Mahapatra and
                  Zongyuan Ge},
  title        = {{MR} Image Super Resolution By Combining Feature Disentanglement CNNs
                  and Vision Transformers},
  booktitle    = {{MIDL}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {172},
  pages        = {858--878},
  publisher    = {{PMLR}},
  year         = {2022}
}
@inproceedings{DBLP:conf/miet/MariaHA22,
  author       = {Mahfuza Akter Maria and
                  A. B. M. Aowlad Hossain and
                  M. A. H. Akhand},
  title        = {Emotion Recognition from {EEG} Using Mutual Information Based Feature
                  Map and {CNN}},
  booktitle    = {{MIET} {(2)}},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {491},
  pages        = {137--150},
  publisher    = {Springer},
  year         = {2022}
}
@inproceedings{DBLP:conf/mlhc/VindasGARD22,
  author       = {Yamil Vindas and
                  Blaise K{\'{e}}vin Gu{\'{e}}pi{\'{e}} and
                  Marilys Almar and
                  Emmanuel Roux and
                  Philippe Delachartre},
  title        = {An hybrid CNN-Transformer model based on multi-feature extraction
                  and attention fusion mechanism for cerebral emboli classification},
  booktitle    = {{MLHC}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {182},
  pages        = {270--296},
  publisher    = {{PMLR}},
  year         = {2022}
}
@inproceedings{DBLP:conf/mwscas/FanarasTAM22,
  author       = {Konstantinos Fanaras and
                  Antonios Tragoudaras and
                  Charalampos Antoniadis and
                  Yehia Massoud},
  title        = {Audio-visual Speaker Diarization: Improved Voice Activity Detection
                  with {CNN} based Feature Extraction},
  booktitle    = {{MWSCAS}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/nips/FinderZAT22,
  author       = {Shahaf E. Finder and
                  Yair Zohav and
                  Maor Ashkenazi and
                  Eran Treister},
  title        = {Wavelet Feature Maps Compression for Image-to-Image CNNs},
  booktitle    = {NeurIPS},
  year         = {2022}
}
@inproceedings{DBLP:conf/paclic/AffiL22,
  author       = {Manel Affi and
                  Chiraz Latiri},
  title        = {Arabic Named Entity Recognition Using Variant Deep Neural Network
                  Architectures and Combinatorial Feature Embedding Based on CNN, {LSTM}
                  and {BERT}},
  booktitle    = {{PACLIC}},
  pages        = {302--312},
  publisher    = {De La Salle University},
  year         = {2022}
}
@inproceedings{DBLP:conf/pcs/KathariyaLWC22,
  author       = {Birendra Kathariya and
                  Zhu Li and
                  Hongtao Wang and
                  Mohammad Coban},
  title        = {Multi-Stage Spatial and Frequency Feature Fusion using Transformer
                  in CNN-Based In-Loop Filter for {VVC}},
  booktitle    = {{PCS}},
  pages        = {373--377},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/qrs/HeSWYY22,
  author       = {Changtian He and
                  Qing Sun and
                  Ji Wu and
                  Haiyan Yang and
                  Tao Yue},
  title        = {Feature Difference based Misclassified Sample Detection for {CNN}
                  Models Deployed in Online Environment},
  booktitle    = {{QRS} Companion},
  pages        = {768--769},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/radioelektronika/JakubecJL22,
  author       = {Maros Jakubec and
                  Roman Jarina and
                  Eva Lieskovska},
  title        = {Enhanced Speaker Embeddings with CNN-based Multi-scaling Features},
  booktitle    = {{RADIOELEKTRONIKA}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ricai/LiXZ22,
  author       = {Qi Li and
                  Sijia Xu and
                  Anyuan Zhang},
  title        = {Continuous prediction of finger joint angles based on time series
                  feature fusion {CNN}},
  booktitle    = {{RICAI}},
  pages        = {902--906},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/sii/HirakawaK22,
  author       = {Yasunori Hirakawa and
                  Yoji Kuroda},
  title        = {Handcrafted Features Can Help End-to-End Pose Estimation Using {CNN}},
  booktitle    = {{SII}},
  pages        = {620--626},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/ssci/LaakomRIG22,
  author       = {Firas Laakom and
                  Jenni Raitoharju and
                  Alexandros Iosifidis and
                  Moncef Gabbouj},
  title        = {Efficient {CNN} with uncorrelated Bag of Features pooling},
  booktitle    = {{SSCI}},
  pages        = {1082--1087},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/trustcom/TangZHYQ22,
  author       = {Chenghua Tang and
                  Chen Zhou and
                  Min Hu and
                  Mengmeng Yang and
                  Baohua Qiang},
  title        = {Malicious Family Identify Combining Multi-channel Mapping Feature
                  Image and Fine-Tuned {CNN}},
  booktitle    = {TrustCom},
  pages        = {9--19},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/vcip/QiJLL22,
  author       = {Zhanyuan Qi and
                  Cheolkon Jung and
                  Yang Liu and
                  Ming Li},
  title        = {CNN-Based Post-Processing Filter for Video Compression with Multi-Scale
                  Feature Representation},
  booktitle    = {{VCIP}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/vsip/WeiWXZC22,
  author       = {Jiangxia Wei and
                  Zhifei Wang and
                  Xinying Xu and
                  Zhe Zhang and
                  Lan Cheng},
  title        = {An Adaptive Fusion Feature Extraction Algorithm Based on {CNN}},
  booktitle    = {{VSIP}},
  pages        = {101--108},
  publisher    = {{ACM}},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2201-01246,
  author       = {Tong Dou and
                  Guofeng Zhang and
                  Wei Cui},
  title        = {Efficient Quantum Feature Extraction for CNN-based Learning},
  journal      = {CoRR},
  volume       = {abs/2201.01246},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2201-08893,
  author       = {Max Wolff and
                  Stuart Wolff},
  title        = {Signal Strength and Noise Drive Feature Preference in {CNN} Image
                  Classifiers},
  journal      = {CoRR},
  volume       = {abs/2201.08893},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2202-12456,
  author       = {Kaining Mao and
                  Wei Zhang and
                  Deborah Baofeng Wang and
                  Ang Li and
                  Rongqi Jiao and
                  Yanhui Zhu and
                  Bin Wu and
                  Tiansheng Zheng and
                  Lei Qian and
                  Wei Lyu and
                  Minjie Ye and
                  Jie Chen},
  title        = {Prediction of Depression Severity Based on the Prosodic and Semantic
                  Features with Bidirectional {LSTM} and Time Distributed {CNN}},
  journal      = {CoRR},
  volume       = {abs/2202.12456},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2203-04643,
  author       = {Yanda Meng and
                  Xu Chen and
                  Dongxu Gao and
                  Yitian Zhao and
                  Xiaoyun Yang and
                  Yihong Qiao and
                  Xiaowei Huang and
                  Yalin Zheng},
  title        = {3D Dense Face Alignment with Fused Features by Aggregating CNNs and
                  GCNs},
  journal      = {CoRR},
  volume       = {abs/2203.04643},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2203-07682,
  author       = {Jinsu Yoo and
                  Taehoon Kim and
                  Sihaeng Lee and
                  Seung Hwan Kim and
                  Honglak Lee and
                  Tae Hyun Kim},
  title        = {Rich CNN-Transformer Feature Aggregation Networks for Super-Resolution},
  journal      = {CoRR},
  volume       = {abs/2203.07682},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2203-10286,
  author       = {Chiranjibi Sitaula and
                  Tej Bahadur Shahi},
  title        = {Multi-channel {CNN} to classify nepali covid-19 related tweets using
                  hybrid features},
  journal      = {CoRR},
  volume       = {abs/2203.10286},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-07348,
  author       = {Ghalib Ahmed Tahir and
                  Tahir Chu and
                  Chu Kiong Loo},
  title        = {Novel Multicolumn Kernel Extreme Learning Machine for Food Detection
                  via Optimal Features from {CNN}},
  journal      = {CoRR},
  volume       = {abs/2205.07348},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-12268,
  author       = {Shahaf E. Finder and
                  Yair Zohav and
                  Maor Ashkenazi and
                  Eran Treister},
  title        = {Wavelet Feature Maps Compression for Image-to-Image CNNs},
  journal      = {CoRR},
  volume       = {abs/2205.12268},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2206-01627,
  author       = {Chris J. Hamblin and
                  Talia Konkle and
                  George A. Alvarez},
  title        = {Pruning for Interpretable, Feature-Preserving Circuits in CNNs},
  journal      = {CoRR},
  volume       = {abs/2206.01627},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2206-07648,
  author       = {Xiaolin Li and
                  Fang Xiang and
                  Rajesh C. Panicker and
                  Barry Cardiff and
                  Deepu John},
  title        = {Classification of {ECG} based on Hybrid Features using CNNs for Wearable
                  Applications},
  journal      = {CoRR},
  volume       = {abs/2206.07648},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2206-12230,
  author       = {Yuya Yamamoto and
                  Juhan Nam and
                  Hiroko Terasawa},
  title        = {Deformable {CNN} and Imbalance-Aware Feature Learning for Singing
                  Technique Classification},
  journal      = {CoRR},
  volume       = {abs/2206.12230},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2207-10368,
  author       = {Mehmet Cagri Aksoy and
                  Beril Sirma{\c{c}}ek and
                  Cem {\"{U}}nsalan},
  title        = {Land Classification in Satellite Images by Injecting Traditional Features
                  to {CNN} Models},
  journal      = {CoRR},
  volume       = {abs/2207.10368},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-00788,
  author       = {Pallabi Saikia and
                  Dhwani Dholaria and
                  Priyanka Yadav and
                  Vaidehi Patel and
                  Mohendra Roy},
  title        = {A Hybrid {CNN-LSTM} model for Video Deepfake Detection by Leveraging
                  Optical Flow Features},
  journal      = {CoRR},
  volume       = {abs/2208.00788},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-03444,
  author       = {Shannan Guan and
                  Haiyan Lu and
                  Linchao Zhu and
                  Gengfa Fang},
  title        = {{AFE-CNN:} 3D Skeleton-based Action Recognition with Action Feature
                  Enhancement},
  journal      = {CoRR},
  volume       = {abs/2208.03444},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-11342,
  author       = {Keshigeyan Chandrasegaran and
                  Ngoc{-}Trung Tran and
                  Alexander Binder and
                  Ngai{-}Man Cheung},
  title        = {Discovering Transferable Forensic Features for CNN-generated Images
                  Detection},
  journal      = {CoRR},
  volume       = {abs/2208.11342},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-11436,
  author       = {Mohammadreza Amirian and
                  Friedhelm Schwenker and
                  Thilo Stadelmann},
  title        = {Trace and Detect Adversarial Attacks on CNNs using Feature Response
                  Maps},
  journal      = {CoRR},
  volume       = {abs/2208.11436},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2209-10865,
  author       = {Firas Laakom and
                  Jenni Raitoharju and
                  Alexandros Iosifidis and
                  Moncef Gabbouj},
  title        = {Efficient {CNN} with uncorrelated Bag of Features pooling},
  journal      = {CoRR},
  volume       = {abs/2209.10865},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2209-12770,
  author       = {Alberto Tamajo and
                  Bastian Pla{\ss} and
                  Thomas Klauer},
  title        = {Shrinking unit: a Graph Convolution-Based Unit for CNN-like 3D Point
                  Cloud Feature Extractors},
  journal      = {CoRR},
  volume       = {abs/2209.12770},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2210-01727,
  author       = {Qiugang Lu and
                  Saif S. S. Al{-}Wahaibi},
  title        = {Enhanced {CNN} with Global Features for Fault Diagnosis of Complex
                  Chemical Processes},
  journal      = {CoRR},
  volume       = {abs/2210.01727},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2210-09041,
  author       = {Han Feng and
                  Jianfei Li and
                  Ding{-}Xuan Zhou},
  title        = {Approximation analysis of CNNs from feature extraction view},
  journal      = {CoRR},
  volume       = {abs/2210.09041},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2211-13377,
  author       = {Jiacheng Zhang and
                  Wenyi Yan and
                  Ye Zhang},
  title        = {A new Speech Feature Fusion method with cross gate parallel {CNN}
                  for Speaker Recognition},
  journal      = {CoRR},
  volume       = {abs/2211.13377},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2211-13745,
  author       = {Nan Li and
                  Alexandros Iosifidis and
                  Qi Zhang},
  title        = {Attention-based Feature Compression for {CNN} Inference Offloading
                  in Edge Computing},
  journal      = {CoRR},
  volume       = {abs/2211.13745},
  year         = {2022}
}
@article{DBLP:journals/jr/Wang22,
  title        = {Feature Extraction and Analysis Method of Trombone Timbre Based on
                  {CNN} Model},
  journal      = {J. Robotics},
  volume       = {2022},
  pages        = {9460208:1--9460208:12},
  year         = {2022},
  note         = {Withdrawn.}
}
@article{DBLP:journals/aai/TakimotoOK21,
  author       = {Hironori Takimoto and
                  Fumiya Omori and
                  Akihiro Kanagawa},
  title        = {Image Aesthetics Assessment Based on Multi-stream {CNN} Architecture
                  and Saliency Features},
  journal      = {Appl. Artif. Intell.},
  volume       = {35},
  number       = {1},
  pages        = {25--40},
  year         = {2021}
}
@article{DBLP:journals/access/AlDahoulKAWFTML21,
  author       = {Nouar AlDahoul and
                  Hezerul Abdul Karim and
                  Mohd Haris Lye Abdullah and
                  Abdulaziz Saleh Ba Wazir and
                  Mohammad Faizal Ahmad Fauzi and
                  Myles Joshua Toledo Tan and
                  Sarina Mansor and
                  Hor Sui Lyn},
  title        = {An Evaluation of Traditional and CNN-Based Feature Descriptors for
                  Cartoon Pornography Detection},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {39910--39925},
  year         = {2021}
}
@article{DBLP:journals/access/DongMB21,
  author       = {Guanfang Dong and
                  Yingnan Ma and
                  Anup Basu},
  title        = {Feature-Guided {CNN} for Denoising Images From Portable Ultrasound
                  Devices},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {28272--28281},
  year         = {2021}
}
@article{DBLP:journals/access/LiFWLWT21,
  author       = {Su Li and
                  Bowen Fu and
                  Jiangdong Wei and
                  Yunfei Lv and
                  Qingnan Wang and
                  Jihui Tu},
  title        = {Ultrasonic Logging Image Denoising Based on {CNN} and Feature Attention},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {116845--116856},
  year         = {2021}
}
@article{DBLP:journals/access/MaZ21,
  author       = {Yongjun Ma and
                  Songhua Zhang},
  title        = {Feature Selection Module for {CNN} Based Object Detector},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {69456--69466},
  year         = {2021}
}
@article{DBLP:journals/access/NahiduzzamanGAI21,
  author       = {Md. Nahiduzzaman and
                  Md. Omaer Faruq Goni and
                  Md. Shamim Anower and
                  Md. Robiul Islam and
                  Mominul Ahsan and
                  Julfikar Haider and
                  Saravanakumar Gurusamy and
                  Rakibul Hassan and
                  Md. Rakibul Islam},
  title        = {A Novel Method for Multivariant Pneumonia Classification Based on
                  Hybrid {CNN-PCA} Based Feature Extraction Using Extreme Learning Machine
                  With {CXR} Images},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {147512--147526},
  year         = {2021}
}
@article{DBLP:journals/access/NahiduzzamanIIG21,
  author       = {Md. Nahiduzzaman and
                  Md. Robiul Islam and
                  S. M. Riazul Islam and
                  Md. Omaer Faruq Goni and
                  Md. Shamim Anower and
                  Kyung{-}Sup Kwak},
  title        = {Hybrid {CNN-SVD} Based Prominent Feature Extraction and Selection
                  for Grading Diabetic Retinopathy Using Extreme Learning Machine Algorithm},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {152261--152274},
  year         = {2021}
}
@article{DBLP:journals/access/SabaRJMR021,
  author       = {Tanzila Saba and
                  Amjad Rehman and
                  Nor Shahida Mohd Jamail and
                  Souad Larabi Marie{-}Sainte and
                  Mudassar Raza and
                  Muhammad Sharif},
  title        = {Categorizing the Students' Activities for Automated Exam Proctoring
                  Using Proposed Deep L2-GraftNet {CNN} Network and {ASO} Based Feature
                  Selection Approach},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {47639--47656},
  year         = {2021}
}
@article{DBLP:journals/access/SaikiaFFA21,
  author       = {Surajit Saikia and
                  Laura Fern{\'{a}}ndez{-}Robles and
                  Eduardo Fidalgo Fernandez and
                  Enrique Alegre},
  title        = {Colour Neural Descriptors for Instance Retrieval Using {CNN} Features
                  and Colour Models},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {23218--23234},
  year         = {2021}
}
@article{DBLP:journals/access/YooHC21,
  author       = {Hyun Yoo and
                  Soyoung Han and
                  Kyungyong Chung},
  title        = {Diagnosis Support Model of Cardiomegaly Based on {CNN} Using ResNet
                  and Explainable Feature Map},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {55802--55813},
  year         = {2021}
}
@article{DBLP:journals/asc/NaeemB21,
  author       = {Hamad Naeem and
                  Ali Abdulqader Bin{-}Salem},
  title        = {A {CNN-LSTM} network with multi-level feature extraction-based approach
                  for automated detection of coronavirus from {CT} scan and X-ray images},
  journal      = {Appl. Soft Comput.},
  volume       = {113},
  number       = {Part},
  pages        = {107918},
  year         = {2021}
}
@article{DBLP:journals/bspc/ZhangZDZZ21,
  author       = {Yefei Zhang and
                  Zhidong Zhao and
                  Yanjun Deng and
                  Xiaohong Zhang and
                  Yu Zhang},
  title        = {Human identification driven by deep {CNN} and transfer learning based
                  on multiview feature representations of {ECG}},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {68},
  pages        = {102689},
  year         = {2021}
}
@article{DBLP:journals/bspc/ZhangZNLCC21,
  author       = {Ju Zhang and
                  Hailin Zhou and
                  Yan Niu and
                  JinCheng Lv and
                  Jian Chen and
                  Yun Cheng},
  title        = {{CNN} and multi-feature extraction based denoising of {CT} images},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {67},
  pages        = {102545},
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}
@article{DBLP:journals/caaitrit/JafarbiglooD21,
  author       = {Sanaz Karimi Jafarbigloo and
                  Habibollah Danyali},
  title        = {Nuclear atypia grading in breast cancer histopathological images based
                  on {CNN} feature extraction and {LSTM} classification},
  journal      = {{CAAI} Trans. Intell. Technol.},
  volume       = {6},
  number       = {4},
  pages        = {426--439},
  year         = {2021}
}
@article{DBLP:journals/cagd/GhadaiLBSK21,
  author       = {Sambit Ghadai and
                  Xian Yeow Lee and
                  Aditya Balu and
                  Soumik Sarkar and
                  Adarsh Krishnamurthy},
  title        = {Multi-resolution 3D {CNN} for learning multi-scale spatial features
                  in {CAD} models},
  journal      = {Comput. Aided Geom. Des.},
  volume       = {91},
  pages        = {102038},
  year         = {2021}
}
@article{DBLP:journals/cea/GanLOYHLX21,
  author       = {Haiming Gan and
                  Shimei Li and
                  Mingqiang Ou and
                  Xiaofan Yang and
                  Bo Huang and
                  Kai Liu and
                  Yueju Xue},
  title        = {Fast and accurate detection of lactating sow nursing behavior with
                  CNN-based optical flow and features},
  journal      = {Comput. Electron. Agric.},
  volume       = {189},
  pages        = {106384},
  year         = {2021}
}
@article{DBLP:journals/cea/ZhangWC21,
  author       = {Keke Zhang and
                  Qiufeng Wu and
                  Yiping Chen},
  title        = {Detecting soybean leaf disease from synthetic image using multi-feature
                  fusion faster {R-CNN}},
  journal      = {Comput. Electron. Agric.},
  volume       = {183},
  pages        = {106064},
  year         = {2021}
}
@article{DBLP:journals/cin/HaV21,
  author       = {Weitao Ha and
                  Zahra Vahedi},
  title        = {Automatic Breast Tumor Diagnosis in {MRI} Based on a Hybrid {CNN}
                  and Feature-Based Method Using Improved Deer Hunting Optimization
                  Algorithm},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2021},
  pages        = {5396327:1--5396327:11},
  year         = {2021}
}
@article{DBLP:journals/cin/WangWSL21,
  author       = {Shuo Wang and
                  Jian Wang and
                  Yafei Song and
                  Song Li},
  title        = {Malicious Code Variant Identification Based on Multiscale Feature
                  Fusion CNNs},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2021},
  pages        = {1070586:1--1070586:10},
  year         = {2021}
}
@article{DBLP:journals/cmmm/AminiPMO21a,
  author       = {Morteza Amini and
                  Mir Mohsen Pedram and
                  Alireza Moradi and
                  Mahshad Ouchani},
  title        = {Diagnosis of Alzheimer's Disease Severity with fMRI Images Using Robust
                  Multitask Feature Extraction Method and Convolutional Neural Network
                  {(CNN)}},
  journal      = {Comput. Math. Methods Medicine},
  volume       = {2021},
  pages        = {5514839:1--5514839:15},
  year         = {2021}
}
@article{DBLP:journals/connection/YingNPCLCLJL21,
  author       = {Liu Ying and
                  Zhang Qian Nan and
                  Wang Fu Ping and
                  Tuan Kiang Chiew and
                  Keng Pang Lim and
                  Zhang Heng Chang and
                  Chao Lu and
                  Lu Guo Jun and
                  Nam Ling},
  title        = {Adaptive weights learning in {CNN} feature fusion for crime scene
                  investigation image classification},
  journal      = {Connect. Sci.},
  volume       = {33},
  number       = {3},
  pages        = {719--734},
  year         = {2021}
}
@article{DBLP:journals/esticas/AlwisA21,
  author       = {Udari De Alwis and
                  Massimo Alioto},
  title        = {TempDiff: Feature Map-Level {CNN} Sparsity Enhancement at Near-Zero
                  Memory Overhead via Temporal Difference},
  journal      = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
  volume       = {11},
  number       = {4},
  pages        = {620--633},
  year         = {2021}
}
@article{DBLP:journals/eswa/LiuLLBL21,
  author       = {Mujun Liu and
                  Yaosheng Lu and
                  Shun Long and
                  Jieyun Bai and
                  Wanmin Lian},
  title        = {An attention-based CNN-BiLSTM hybrid neural network enhanced with
                  features of discrete wavelet transformation for fetal acidosis classification},
  journal      = {Expert Syst. Appl.},
  volume       = {186},
  pages        = {115714},
  year         = {2021}
}
@article{DBLP:journals/fgcs/JiangL21,
  author       = {YuJia Jiang and
                  Xin Liu},
  title        = {Image/video aesthetic quality management based on fusing 3D {CNN}
                  and shallow features},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {118},
  pages        = {118--123},
  year         = {2021}
}
@article{DBLP:journals/fgcs/MuhammadMUISKSA21,
  author       = {Khan Muhammad and
                  Mustaqeem and
                  Amin Ullah and
                  Ali Shariq Imran and
                  Muhammad Sajjad and
                  Mustafa Servet Kiran and
                  Giovanna Sannino and
                  Victor Hugo C. de Albuquerque},
  title        = {Human action recognition using attention based {LSTM} network with
                  dilated {CNN} features},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {125},
  pages        = {820--830},
  year         = {2021}
}
@article{DBLP:journals/ieicetd/JingujiSN21,
  author       = {Akira Jinguji and
                  Shimpei Sato and
                  Hiroki Nakahara},
  title        = {Weight Sparseness for a Feature-Map-Split-CNN Toward Low-Cost Embedded
                  FPGAs},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {104-D},
  number       = {12},
  pages        = {2040--2047},
  year         = {2021}
}
@article{DBLP:journals/iet-cvi/GuoXLLW21,
  author       = {Wenhui Guo and
                  Guixun Xu and
                  Weifeng Liu and
                  Baodi Liu and
                  Yanjiang Wang},
  title        = {CNN-combined graph residual network with multilevel feature fusion
                  for hyperspectral image classification},
  journal      = {{IET} Comput. Vis.},
  volume       = {15},
  number       = {8},
  pages        = {592--607},
  year         = {2021}
}
@article{DBLP:journals/iet-cvi/GuoZZMLYL21,
  author       = {Rui Guo and
                  Yong Zhou and
                  Jiaqi Zhao and
                  Yiyun Man and
                  Minjie Liu and
                  Rui Yao and
                  Bing Liu},
  title        = {Point cloud classification by dynamic graph {CNN} with adaptive feature
                  fusion},
  journal      = {{IET} Comput. Vis.},
  volume       = {15},
  number       = {3},
  pages        = {235--244},
  year         = {2021}
}
@article{DBLP:journals/iet-ipr/DuLHZS21,
  author       = {Jinming Du and
                  Huanzhang Lu and
                  Moufa Hu and
                  Luping Zhang and
                  Xinglin Shen},
  title        = {CNN-based infrared dim small target detection algorithm using target-oriented
                  shallow-deep features and effective small anchor},
  journal      = {{IET} Image Process.},
  volume       = {15},
  number       = {1},
  pages        = {1--15},
  year         = {2021}
}
@article{DBLP:journals/ijart/PahariaGJG21,
  author       = {Nitin Paharia and
                  Rajesh Gupta and
                  R. S. Jadon and
                  S. K. Gupta},
  title        = {Recognition of 'yoga-asana' using bidirectional {LSTM} with {CNN}
                  features},
  journal      = {Int. J. Arts Technol.},
  volume       = {13},
  number       = {3},
  pages        = {215--227},
  year         = {2021}
}
@article{DBLP:journals/ijhr/LiuD21,
  author       = {Qiang Liu and
                  Fuhai Duan},
  title        = {Robust Loop Closure Detection Using Bayes Filters and {CNN} Features},
  journal      = {Int. J. Humanoid Robotics},
  volume       = {18},
  number       = {5},
  pages        = {1950011:1--1950011:24},
  year         = {2021}
}
@article{DBLP:journals/ijon/GuerinTNGB21,
  author       = {Joris Gu{\'{e}}rin and
                  St{\'{e}}phane Thiery and
                  Eric Nyiri and
                  Olivier Gibaru and
                  Byron Boots},
  title        = {Combining pretrained {CNN} feature extractors to enhance clustering
                  of complex natural images},
  journal      = {Neurocomputing},
  volume       = {423},
  pages        = {551--571},
  year         = {2021}
}
@article{DBLP:journals/ijon/HuangZDLCP21,
  author       = {Chenxi Huang and
                  Yongshuo Zong and
                  Yimin Ding and
                  Xin Luo and
                  Kathy Clawson and
                  Yonghong Peng},
  title        = {A new deep learning approach for the retinal hard exudates detection
                  based on superpixel multi-feature extraction and patch-based {CNN}},
  journal      = {Neurocomputing},
  volume       = {452},
  pages        = {521--533},
  year         = {2021}
}
@article{DBLP:journals/ijon/KhanCD21,
  author       = {Altaf Khan and
                  Alexander G. Chefranov and
                  Hasan Demirel},
  title        = {Image scene geometry recognition using low-level features fusion at
                  multi-layer deep {CNN}},
  journal      = {Neurocomputing},
  volume       = {440},
  pages        = {111--126},
  year         = {2021}
}
@article{DBLP:journals/ijon/SinghMKN21,
  author       = {Pravendra Singh and
                  Pratik Mazumder and
                  Mohammed Asad Karim and
                  Vinay P. Namboodiri},
  title        = {Calibrating feature maps for deep CNNs},
  journal      = {Neurocomputing},
  volume       = {438},
  pages        = {235--247},
  year         = {2021}
}
@article{DBLP:journals/ijst/NainanK21,
  author       = {Sumita Nainan and
                  Vaishali Kulkarni},
  title        = {Enhancement in speaker recognition for optimized speech features using
                  GMM, {SVM} and 1-D {CNN}},
  journal      = {Int. J. Speech Technol.},
  volume       = {24},
  number       = {4},
  pages        = {809--822},
  year         = {2021}
}
@article{DBLP:journals/ijst/SreelakshmiI21,
  author       = {D. Sreelakshmi and
                  Syed Inthiyaz},
  title        = {Fast and denoise feature extraction based {ADMF-CNN} with {GBML} framework
                  for {MRI} brain image},
  journal      = {Int. J. Speech Technol.},
  volume       = {24},
  number       = {2},
  pages        = {529--544},
  year         = {2021}
}
@article{DBLP:journals/ijufks/SaraswathiMSS21,
  author       = {K. Saraswathi and
                  V. Mohanraj and
                  Y. Suresh and
                  J. Senthilkumar},
  title        = {A Hybrid Multi-Feature Semantic Similarity Based Online Social Recommendation
                  System Using {CNN}},
  journal      = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
  volume       = {29},
  number       = {Suppl-2},
  pages        = {333--352},
  year         = {2021}
}
@article{DBLP:journals/informaticaSI/Benkaddour21,
  author       = {Mohammed Kamel Benkaddour},
  title        = {{CNN} Based Features Extraction for Age Estimation and Gender Classification},
  journal      = {Informatica (Slovenia)},
  volume       = {45},
  number       = {1},
  year         = {2021}
}
@article{DBLP:journals/jaihc/DeepakA21,
  author       = {S. Deepak and
                  P. M. Ameer},
  title        = {Automated Categorization of Brain Tumor from {MRI} Using {CNN} features
                  and {SVM}},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {12},
  number       = {8},
  pages        = {8357--8369},
  year         = {2021}
}
@article{DBLP:journals/jaihc/HemalakshmiSMGP21,
  author       = {G. R. Hemalakshmi and
                  D. Santhi and
                  V. R. S. Mani and
                  A. Geetha and
                  N. B. Prakash},
  title        = {Classification of retinal fundus image using {MS-DRLBP} features and
                  {CNN-RBF} classifier},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {12},
  number       = {9},
  pages        = {8747--8762},
  year         = {2021}
}
@article{DBLP:journals/jetai/SharifKRYAT21,
  author       = {Muhammad Sharif and
                  Muhammad Attique Khan and
                  Muhammad Rashid and
                  Mussarat Yasmin and
                  Farhat Afza and
                  Urcun John Tanik},
  title        = {Deep {CNN} and geometric features-based gastrointestinal tract diseases
                  detection and classification from wireless capsule endoscopy images},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {33},
  number       = {4},
  pages        = {577--599},
  year         = {2021}
}
@article{DBLP:journals/jifs/JeenaSKM21,
  author       = {R. S. Jeena and
                  G. Shiny and
                  A. Sukesh Kumar and
                  K. Mahadevan},
  title        = {A Comparative analysis of stroke diagnosis from retinal images using
                  hand-crafted features and {CNN}},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {41},
  number       = {5},
  pages        = {5327--5335},
  year         = {2021}
}
@article{DBLP:journals/jifs/NaikE21,
  author       = {Amrita Naik and
                  Damodar Reddy Edla},
  title        = {Lung nodule classification using combination of CNN, second and higher
                  order texture features},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {41},
  number       = {5},
  pages        = {5243--5251},
  year         = {2021}
}
@article{DBLP:journals/jihmsp/TawfeeqHMA21,
  author       = {Lubab Ahmed Tawfeeq and
                  Samera Shams Hussein and
                  Mahir jasem Mohammed and
                  Shaimaa Sattar Abood},
  title        = {Predication of Most Significant Features in Medical Image by Utilized
                  {CNN} and Heatmap},
  journal      = {J. Inf. Hiding Multim. Signal Process.},
  volume       = {12},
  number       = {4},
  pages        = {217--225},
  year         = {2021}
}
@article{DBLP:journals/jvcir/ZhangXXZ21,
  author       = {Mingke Zhang and
                  Long Xu and
                  Jing Xiong and
                  Xuande Zhang},
  title        = {Correlation filter via random-projection based CNNs features combination
                  for visual tracking},
  journal      = {J. Vis. Commun. Image Represent.},
  volume       = {77},
  pages        = {103082},
  year         = {2021}
}
@article{DBLP:journals/kbs/DuYC21,
  author       = {Zijin Du and
                  Hailiang Ye and
                  Feilong Cao},
  title        = {3D mixed CNNs with edge-point feature learning},
  journal      = {Knowl. Based Syst.},
  volume       = {221},
  pages        = {106985},
  year         = {2021}
}
@article{DBLP:journals/mbec/LiHY21,
  author       = {Ming{-}Ai Li and
                  Jian{-}Fu Han and
                  Jin{-}Fu Yang},
  title        = {Automatic feature extraction and fusion recognition of motor imagery
                  {EEG} using multilevel multiscale {CNN}},
  journal      = {Medical Biol. Eng. Comput.},
  volume       = {59},
  number       = {10},
  pages        = {2037--2050},
  year         = {2021}
}
@article{DBLP:journals/monet/TangTSZY21,
  author       = {Dan Tang and
                  Liu Tang and
                  Wei Shi and
                  Sijia Zhan and
                  Qiuwei Yang},
  title        = {{MF-CNN:} a New Approach for LDoS Attack Detection Based on Multi-feature
                  Fusion and {CNN}},
  journal      = {Mob. Networks Appl.},
  volume       = {26},
  number       = {4},
  pages        = {1705--1722},
  year         = {2021}
}
@article{DBLP:journals/mta/BarbhuiyaKJ21,
  author       = {Abul Abbas Barbhuiya and
                  Ram Kumar Karsh and
                  Rahul Jain},
  title        = {{CNN} based feature extraction and classification for sign language},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {2},
  pages        = {3051--3069},
  year         = {2021}
}
@article{DBLP:journals/mta/HuanZGCCL21,
  author       = {Ruohong Huan and
                  Ziwei Zhan and
                  Luoqi Ge and
                  Kaikai Chi and
                  Peng Chen and
                  Ronghua Liang},
  title        = {A hybrid {CNN} and {BLSTM} network for human complex activity recognition
                  with multi-feature fusion},
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  volume       = {80},
  number       = {30},
  pages        = {36159--36182},
  year         = {2021}
}
@article{DBLP:journals/mta/Sur21a,
  author       = {Chiranjib Sur},
  title        = {{MRRC:} multiple role representation crossover interpretation for
                  image captioning with {R-CNN} feature distribution composition {(FDC)}},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {12},
  pages        = {18413--18443},
  year         = {2021}
}
@article{DBLP:journals/mta/TurK21,
  author       = {Anil Osman Tur and
                  Hacer Yalim Keles},
  title        = {Evaluation of hidden Markov models using deep {CNN} features in isolated
                  sign recognition},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {13},
  pages        = {19137--19155},
  year         = {2021}
}
@article{DBLP:journals/mta/UllahUHMSB21,
  author       = {Waseem Ullah and
                  Amin Ullah and
                  Ijaz Ul Haq and
                  Khan Muhammad and
                  Muhammad Sajjad and
                  Sung Wook Baik},
  title        = {{CNN} features with bi-directional {LSTM} for real-time anomaly detection
                  in surveillance networks},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {11},
  pages        = {16979--16995},
  year         = {2021}
}
@article{DBLP:journals/mta/XiaoLZZJ21,
  author       = {Zhaolin Xiao and
                  Huan Liu and
                  Guoqing Zhou and
                  Feng Zhu and
                  Haiyan Jin},
  title        = {Behavioral features fusion for ethological {CNN} classification of
                  open field test videos},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {11},
  pages        = {16283--16297},
  year         = {2021}
}
@article{DBLP:journals/mta/YangC21,
  author       = {Senlin Yang and
                  Xin Chong},
  title        = {Study on feature extraction technology of real-time video acquisition
                  based on deep {CNN}},
  journal      = {Multim. Tools Appl.},
  volume       = {80},
  number       = {25},
  pages        = {33937--33950},
  year         = {2021}
}
@article{DBLP:journals/mva/OmaraHMES21,
  author       = {Ibrahim Omara and
                  Ahmed Hagag and
                  Guangzhi Ma and
                  Fathi E. Abd El{-}Samie and
                  Enmin Song},
  title        = {A novel approach for ear recognition: learning Mahalanobis distance
                  features from deep CNNs},
  journal      = {Mach. Vis. Appl.},
  volume       = {32},
  number       = {1},
  pages        = {38},
  year         = {2021}
}
@article{DBLP:journals/nca/CadoniLKG21,
  author       = {Marinella Cadoni and
                  Andrea Lagorio and
                  Souad Khellat{-}Kihel and
                  Enrico Grosso},
  title        = {On the correlation between human fixations, handcrafted and {CNN}
                  features},
  journal      = {Neural Comput. Appl.},
  volume       = {33},
  number       = {18},
  pages        = {11905--11922},
  year         = {2021}
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@article{DBLP:journals/nca/GiovannettiSCMP21,
  author       = {Antonio Giovannetti and
                  Gianluca Susi and
                  Paola Casti and
                  Arianna Mencattini and
                  Sandra Pusil and
                  Mar{\'{\i}}a Eugenia L{\'{o}}pez and
                  Corrado Di Natale and
                  Eugenio Martinelli},
  title        = {Deep-MEG: spatiotemporal {CNN} features and multiband ensemble classification
                  for predicting the early signs of Alzheimer's disease with magnetoencephalography},
  journal      = {Neural Comput. Appl.},
  volume       = {33},
  number       = {21},
  pages        = {14651--14667},
  year         = {2021}
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@article{DBLP:journals/nca/TrelinskiK21,
  author       = {Jacek Trelinski and
                  Bogdan Kwolek},
  title        = {CNN-based and {DTW} features for human activity recognition on depth
                  maps},
  journal      = {Neural Comput. Appl.},
  volume       = {33},
  number       = {21},
  pages        = {14551--14563},
  year         = {2021}
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@article{DBLP:journals/nn/YangZLX21,
  author       = {Ruiping Yang and
                  Xianyu Zha and
                  Kun Liu and
                  Shaohua Xu},
  title        = {A {CNN} model embedded with local feature knowledge and its application
                  to time-varying signal classification},
  journal      = {Neural Networks},
  volume       = {142},
  pages        = {564--572},
  year         = {2021}
}
@article{DBLP:journals/npl/SrivastavaB21,
  author       = {Vishal Srivastava and
                  Bhaskar Biswas},
  title        = {Manifold Preserving {CNN} for Pixel-Based Object Labelling in Images
                  for High Dimensional Feature spaces},
  journal      = {Neural Process. Lett.},
  volume       = {53},
  number       = {1},
  pages        = {607--635},
  year         = {2021}
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@article{DBLP:journals/paa/RayhanGC21,
  author       = {Farshid Rayhan and
                  Aphrodite Galata and
                  Tim F. Cootes},
  title        = {ChoiceNet: {CNN} learning through choice of multiple feature map representations},
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  volume       = {24},
  number       = {4},
  pages        = {1757--1767},
  year         = {2021}
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@article{DBLP:journals/phycomm/HouLCZ21,
  author       = {Changbo Hou and
                  Yuqian Li and
                  Xiang Chen and
                  Jing Zhang},
  title        = {Automatic modulation classification using {KELM} with joint features
                  of {CNN} and {LBP}},
  journal      = {Phys. Commun.},
  volume       = {45},
  pages        = {101259},
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@article{DBLP:journals/remotesensing/AhmadMD21,
  author       = {Muhammad Ahmad and
                  Manuel Mazzara and
                  Salvatore Distefano},
  title        = {Regularized {CNN} Feature Hierarchy for Hyperspectral Image Classification},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {12},
  pages        = {2275},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/GengSYLZSZ21,
  author       = {Xiaomeng Geng and
                  Lei Shi and
                  Jie Yang and
                  Pingxiang Li and
                  Lingli Zhao and
                  Weidong Sun and
                  Jinqi Zhao},
  title        = {Ship Detection and Feature Visualization Analysis Based on Lightweight
                  {CNN} in {VH} and {VV} Polarization Images},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {6},
  pages        = {1184},
  year         = {2021}
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@article{DBLP:journals/remotesensing/JiMZYQDZ21,
  author       = {Fengcheng Ji and
                  Dongping Ming and
                  Beichen Zeng and
                  Jiawei Yu and
                  Yuanzhao Qing and
                  Tongyao Du and
                  Xinyi Zhang},
  title        = {Aircraft Detection in High Spatial Resolution Remote Sensing Images
                  Combining Multi-Angle Features Driven and Majority Voting {CNN}},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {11},
  pages        = {2207},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/KongHLLZ21,
  author       = {Fanqiang Kong and
                  Kedi Hu and
                  Yunsong Li and
                  Dan Li and
                  Shunmin Zhao},
  title        = {Spectral-Spatial Feature Partitioned Extraction Based on {CNN} for
                  Multispectral Image Compression},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {1},
  pages        = {9},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/LiuHLYSLW21,
  author       = {Dongxu Liu and
                  Guangliang Han and
                  Peixun Liu and
                  Hang Yang and
                  Xinglong Sun and
                  Qingqing Li and
                  Jiajia Wu},
  title        = {A Novel 2D-3D {CNN} with Spectral-Spatial Multi-Scale Feature Fusion
                  for Hyperspectral Image Classification},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {22},
  pages        = {4621},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/YeLLLLLGJ21,
  author       = {Chengming Ye and
                  Hongfu Li and
                  Chunming Li and
                  Xin Liu and
                  Yao Li and
                  Jonathan Li and
                  Wesley Nunes Gon{\c{c}}alves and
                  Jos{\'{e}} Marcato Junior},
  title        = {A Building Roof Identification {CNN} Based on Interior-Edge-Adjacency
                  Features Using Hyperspectral Imagery},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {15},
  pages        = {2927},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/Zhang021,
  author       = {Tianwen Zhang and
                  Xiaoling Zhang},
  title        = {Injection of Traditional Hand-Crafted Features into Modern CNN-Based
                  Models for {SAR} Ship Classification: What, Why, Where, and How},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {11},
  pages        = {2091},
  year         = {2021}
}
@article{DBLP:journals/remotesensing/ZhangLJYN21,
  author       = {Zhili Zhang and
                  Meng Lu and
                  Shunping Ji and
                  Huafen Yu and
                  Chenhui Nie},
  title        = {Rich {CNN} Features for Water-Body Segmentation from Very High Resolution
                  Aerial and Satellite Imagery},
  journal      = {Remote. Sens.},
  volume       = {13},
  number       = {10},
  pages        = {1912},
  year         = {2021}
}
@article{DBLP:journals/sensors/AswadDOAM21,
  author       = {Fadwa El Aswad and
                  Gilde Vanel Tchane Djogdom and
                  Martin J.{-}D. Otis and
                  Johannes C. Ayena and
                  Ramy Meziane},
  title        = {Image Generation for 2D-CNN Using Time-Series Signal Features from
                  Foot Gesture Applied to Select Cobot Operating Mode},
  journal      = {Sensors},
  volume       = {21},
  number       = {17},
  pages        = {5743},
  year         = {2021}
}
@article{DBLP:journals/sensors/BarrosLAC21,
  author       = {Bruno Barros and
                  Paulo Lacerda and
                  C{\'{e}}lio Albuquerque and
                  Aura Conci},
  title        = {Pulmonary {COVID-19:} Learning Spatiotemporal Features Combining {CNN}
                  and {LSTM} Networks for Lung Ultrasound Video Classification},
  journal      = {Sensors},
  volume       = {21},
  number       = {16},
  pages        = {5486},
  year         = {2021}
}
@article{DBLP:journals/sensors/ChangWC21,
  author       = {Chin{-}Chun Chang and
                  Yen{-}Po Wang and
                  Shyi{-}Chyi Cheng},
  title        = {Fish Segmentation in Sonar Images by Mask {R-CNN} on Feature Maps
                  of Conditional Random Fields},
  journal      = {Sensors},
  volume       = {21},
  number       = {22},
  pages        = {7625},
  year         = {2021}
}
@article{DBLP:journals/sensors/GuLL21,
  author       = {Peng Gu and
                  Xiaosong Lan and
                  Shuxiao Li},
  title        = {Object Detection Combining {CNN} and Adaptive Color Prior Features},
  journal      = {Sensors},
  volume       = {21},
  number       = {8},
  pages        = {2796},
  year         = {2021}
}
@article{DBLP:journals/sensors/LiangXLLCXL21,
  author       = {Xingcan Liang and
                  Linsen Xu and
                  Jinfu Liu and
                  Zhipeng Liu and
                  Gaoxin Cheng and
                  Jiajun Xu and
                  Lei Liu},
  title        = {Patch Attention Layer of Embedding Handcrafted Features in {CNN} for
                  Facial Expression Recognition},
  journal      = {Sensors},
  volume       = {21},
  number       = {3},
  pages        = {833},
  year         = {2021}
}
@article{DBLP:journals/sensors/LiuTSRSYY21,
  author       = {Zhipeng Liu and
                  Niraj Thapa and
                  Addison Shaver and
                  Kaushik Roy and
                  Madhuri Siddula and
                  Xiaohong Yuan and
                  Anna Yu},
  title        = {Using Embedded Feature Selection and {CNN} for Classification on {CCD-INID-V1}
                  - {A} New IoT Dataset},
  journal      = {Sensors},
  volume       = {21},
  number       = {14},
  pages        = {4834},
  year         = {2021}
}
@article{DBLP:journals/sensors/MahumRMRIEE21,
  author       = {Rabbia Mahum and
                  Saeed Ur Rehman and
                  Talha Meraj and
                  Hafiz Tayyab Rauf and
                  Aun Irtaza and
                  Ahmed M. El{-}Sherbeeny and
                  Mohammed A. El{-}Meligy},
  title        = {A Novel Hybrid Approach Based on Deep {CNN} Features to Detect Knee
                  Osteoarthritis},
  journal      = {Sensors},
  volume       = {21},
  number       = {18},
  pages        = {6189},
  year         = {2021}
}
@article{DBLP:journals/sensors/MaqsoodDM21,
  author       = {Sarmad Maqsood and
                  Robertas Damasevicius and
                  Rytis Maskeliunas},
  title        = {Hemorrhage Detection Based on 3D {CNN} Deep Learning Framework and
                  Feature Fusion for Evaluating Retinal Abnormality in Diabetic Patients},
  journal      = {Sensors},
  volume       = {21},
  number       = {11},
  pages        = {3865},
  year         = {2021}
}
@article{DBLP:journals/sensors/YaoWLCS21,
  author       = {Ruizhe Yao and
                  Ning Wang and
                  Zhihui Liu and
                  Peng Chen and
                  Xianjun Sheng},
  title        = {Intrusion Detection System in the Advanced Metering Infrastructure:
                  {A} Cross-Layer Feature-Fusion CNN-LSTM-Based Approach},
  journal      = {Sensors},
  volume       = {21},
  number       = {2},
  pages        = {626},
  year         = {2021}
}
@article{DBLP:journals/sensors/YeMW21,
  author       = {Lihao Ye and
                  Xue Ma and
                  Chenglin Wen},
  title        = {Rotating Machinery Fault Diagnosis Method by Combining Time-Frequency
                  Domain Features and {CNN} Knowledge Transfer},
  journal      = {Sensors},
  volume       = {21},
  number       = {24},
  pages        = {8168},
  year         = {2021}
}
@article{DBLP:journals/sivp/NathN21,
  author       = {Souradip Nath and
                  Ruchira Naskar},
  title        = {Automated image splicing detection using deep CNN-learned features
                  and ANN-based classifier},
  journal      = {Signal Image Video Process.},
  volume       = {15},
  number       = {7},
  pages        = {1601--1608},
  year         = {2021}
}
@article{DBLP:journals/sivp/ShawkyHEI21,
  author       = {Osama A. Shawky and
                  Ahmed Hagag and
                  El{-}Sayed A. El{-}Dahshan and
                  Manal A. Ismail},
  title        = {A very high-resolution scene classification model using transfer deep
                  CNNs based on saliency features},
  journal      = {Signal Image Video Process.},
  volume       = {15},
  number       = {4},
  pages        = {817--825},
  year         = {2021}
}
@article{DBLP:journals/sncs/MumuniM21,
  author       = {Alhassan Mumuni and
                  Fuseini Mumuni},
  title        = {{CNN} Architectures for Geometric Transformation-Invariant Feature
                  Representation in Computer Vision: {A} Review},
  journal      = {{SN} Comput. Sci.},
  volume       = {2},
  number       = {5},
  pages        = {340},
  year         = {2021}
}
@article{DBLP:journals/spic/FadlHL21,
  author       = {Sondos M. Fadl and
                  Qi Han and
                  Qiong Li},
  title        = {{CNN} spatiotemporal features and fusion for surveillance video forgery
                  detection},
  journal      = {Signal Process. Image Commun.},
  volume       = {90},
  pages        = {116066},
  year         = {2021}
}
@article{DBLP:journals/spic/ZhangWCLLJ21,
  author       = {Congxuan Zhang and
                  Junjie Wu and
                  Zhen Chen and
                  Wen Liu and
                  Ming Li and
                  Shaofeng Jiang},
  title        = {Dense-CNN: Dense convolutional neural network for stereo matching
                  using multiscale feature connection},
  journal      = {Signal Process. Image Commun.},
  volume       = {95},
  pages        = {116285},
  year         = {2021}
}
@article{DBLP:journals/staeors/LvFQDGX21,
  author       = {Qinzhe Lv and
                  Wei Feng and
                  Yinghui Quan and
                  Gabriel Dauphin and
                  Lianru Gao and
                  Mengdao Xing},
  title        = {Enhanced-Random-Feature-Subspace-Based Ensemble {CNN} for the Imbalanced
                  Hyperspectral Image Classification},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {14},
  pages        = {3988--3999},
  year         = {2021}
}
@article{DBLP:journals/staeors/ShenWL21,
  author       = {Fangyu Shen and
                  Yanfei Wang and
                  Chang Liu},
  title        = {Change Detection in {SAR} Images Based on Improved Non-Subsampled
                  Shearlet Transform and Multi-Scale Feature Fusion {CNN}},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {14},
  pages        = {12174--12186},
  year         = {2021}
}
@article{DBLP:journals/symmetry/LiuGZZL21,
  author       = {Jianxin Liu and
                  Yushui Geng and
                  Jing Zhao and
                  Kang Zhang and
                  Wenxiao Li},
  title        = {Image Semantic Segmentation Use Multiple-Threshold Probabilistic {R-CNN}
                  with Feature Fusion},
  journal      = {Symmetry},
  volume       = {13},
  number       = {2},
  pages        = {207},
  year         = {2021}
}
@article{DBLP:journals/symmetry/YavuzkilicSAS21,
  author       = {Semih Yavuzkilic and
                  Abdulkadir Seng{\"{u}}r and
                  Zahid Akhtar and
                  Kamran Siddique},
  title        = {Spotting Deepfakes and Face Manipulations by Fusing Features from
                  Multi-Stream CNNs Models},
  journal      = {Symmetry},
  volume       = {13},
  number       = {8},
  pages        = {1352},
  year         = {2021}
}
@article{DBLP:journals/taffco/KolliasZ21,
  author       = {Dimitrios Kollias and
                  Stefanos Zafeiriou},
  title        = {Exploiting Multi-CNN Features in {CNN-RNN} Based Dimensional Emotion
                  Recognition on the {OMG} in-the-Wild Dataset},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {12},
  number       = {3},
  pages        = {595--606},
  year         = {2021}
}
@article{DBLP:journals/tai/ZouC21,
  author       = {Yongxiang Zou and
                  Long Cheng},
  title        = {A Transfer Learning Model for Gesture Recognition Based on the Deep
                  Features Extracted by {CNN}},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {2},
  number       = {5},
  pages        = {447--458},
  year         = {2021}
}
@article{DBLP:journals/tcad/SnigdhaMHS21,
  author       = {Farhana Sharmin Snigdha and
                  Susmita Dey Manasi and
                  Jiang Hu and
                  Sachin S. Sapatnekar},
  title        = {SeFAct2: Selective Feature Activation for Energy-Efficient CNNs Using
                  Optimized Thresholds},
  journal      = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
  volume       = {40},
  number       = {7},
  pages        = {1423--1436},
  year         = {2021}
}
@article{DBLP:journals/tdasci/ZhangLJC21,
  author       = {Xinyu Zhang and
                  Xiaocui Li and
                  Xiao{-}Yuan Jing and
                  Li Cheng},
  title        = {Simultaneous Image Reconstruction and Feature Learning with 3D-CNNs
                  for Image Set-Based Classification},
  journal      = {Trans. Data Sci.},
  volume       = {2},
  number       = {2},
  pages        = {12:1--12:13},
  year         = {2021}
}
@article{DBLP:journals/tdsc/HuangLFGX21,
  author       = {Kai Huang and
                  Ximeng Liu and
                  Shaojing Fu and
                  Deke Guo and
                  Ming Xu},
  title        = {A Lightweight Privacy-Preserving {CNN} Feature Extraction Framework
                  for Mobile Sensing},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {18},
  number       = {3},
  pages        = {1441--1455},
  year         = {2021}
}
@article{DBLP:journals/tgrs/LiuXYW21,
  author       = {Qichao Liu and
                  Liang Xiao and
                  Jingxiang Yang and
                  Zhihui Wei},
  title        = {CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level
                  Feature Fusion for Hyperspectral Image Classification},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {59},
  number       = {10},
  pages        = {8657--8671},
  year         = {2021}
}
@article{DBLP:journals/tgrs/WangLWWY21,
  author       = {Nan Wang and
                  Bo Li and
                  Xingxing Wei and
                  Yonghua Wang and
                  Huanqian Yan},
  title        = {Ship Detection in Spaceborne Infrared Image Based on Lightweight {CNN}
                  and Multisource Feature Cascade Decision},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {59},
  number       = {5},
  pages        = {4324--4339},
  year         = {2021}
}
@article{DBLP:journals/tgrs/ZhangXX21,
  author       = {Jinsong Zhang and
                  Mengdao Xing and
                  Yiyuan Xie},
  title        = {{FEC:} {A} Feature Fusion Framework for {SAR} Target Recognition Based
                  on Electromagnetic Scattering Features and Deep {CNN} Features},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {59},
  number       = {3},
  pages        = {2174--2187},
  year         = {2021}
}
@article{DBLP:journals/tim/GaoSHLXYW21,
  author       = {Rong Gao and
                  Zhaoyun Sun and
                  Ju Huyan and
                  Wei Li and
                  Liyang Xiao and
                  Bobin Yao and
                  Huifeng Wang},
  title        = {Small Foreign Metal Objects Detection in X-Ray Images of Clothing
                  Products Using Faster {R-CNN} and Feature Pyramid Network},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {70},
  pages        = {1--11},
  year         = {2021}
}
@article{DBLP:journals/tim/ZhouHLTZFFH21,
  author       = {Gan Zhou and
                  Li Huang and
                  Zhi Li and
                  Huiyun Tian and
                  Bei Zhang and
                  Meng Fu and
                  Yanjun Feng and
                  Chengwei Huang},
  title        = {Intever Public Database for Arcing Event Detection: Feature Analysis,
                  Benchmark Test, and Multi-Scale {CNN} Application},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {70},
  pages        = {1--15},
  year         = {2021}
}
@article{DBLP:journals/tim/ZhuCZWY21,
  author       = {Chaoyi Zhu and
                  Zhenghua Chen and
                  Rui Zhao and
                  Jinjiang Wang and
                  Ruqiang Yan},
  title        = {Decoupled Feature-Temporal {CNN:} Explaining Deep Learning-Based Machine
                  Health Monitoring},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {70},
  pages        = {1--13},
  year         = {2021}
}
@article{DBLP:journals/urban/ChenZDLCZ21,
  author       = {Nengcheng Chen and
                  Yan Zhang and
                  Wenying Du and
                  Yingbing Li and
                  Min Chen and
                  Xiang Zheng},
  title        = {{KE-CNN:} {A} new social sensing method for extracting geographical
                  attributes from text semantic features and its application in Wuhan,
                  China},
  journal      = {Comput. Environ. Urban Syst.},
  volume       = {88},
  pages        = {101629},
  year         = {2021}
}
@inproceedings{DBLP:conf/acpr/BangL21,
  author       = {Ji{-}Seon Bang and
                  Seong{-}Whan Lee},
  title        = {Motor Imagery Classification Based on {CNN-GRU} Network with Spatio-Temporal
                  Feature Representation},
  booktitle    = {{ACPR} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13188},
  pages        = {104--115},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/aiam/LiuCX21,
  author       = {Qi Liu and
                  Xiangyu Cao and
                  Sunqing Xu},
  title        = {Research on Fault Diagnosis of Rolling Bearings Based on Multi-scale
                  Feature and {CNN}},
  booktitle    = {{AIAM} {(ACM)}},
  pages        = {2084--2088},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/aicas/AlwisA21,
  author       = {Udari De Alwis and
                  Massimo Alioto},
  title        = {TempDiff: Temporal Difference-Based Feature Map-Level Sparsity Induction
                  in CNNs with {\textless}4{\%} Memory Overhead},
  booktitle    = {{AICAS}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/aiia/KhalifaENSZ21,
  author       = {Intissar Khalifa and
                  Ridha Ejbali and
                  Paolo Napoletano and
                  Raimondo Schettini and
                  Mourad Zaied},
  title        = {Static, Dynamic and Acceleration Features for CNN-Based Speech Emotion
                  Recognition},
  booktitle    = {AI*IA},
  series       = {Lecture Notes in Computer Science},
  volume       = {13196},
  pages        = {348--358},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/aime/GajeraZN21,
  author       = {Himanshu K. Gajera and
                  Mukesh A. Zaveri and
                  Deepak Ranjan Nayak},
  title        = {Improving the Performance of Melanoma Detection in Dermoscopy Images
                  Using Deep {CNN} Features},
  booktitle    = {{AIME}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12721},
  pages        = {349--354},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/apsipa/AprilPyoneK21,
  author       = {MaungMaung AprilPyone and
                  Hitoshi Kiya},
  title        = {A Protection Method of Trained {CNN} Model Using Feature Maps Transformed
                  With Secret Key From Unauthorized Access},
  booktitle    = {{APSIPA} {ASC}},
  pages        = {1851--1857},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/artsit/Ter-SarkisovA21,
  author       = {Aram Ter{-}Sarkisov and
                  Eduardo Alonso},
  title        = {Logo Generation Using Regional Features: {A} Faster {R-CNN} Approach
                  to Generative Adversarial Networks},
  booktitle    = {ArtsIT},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {422},
  pages        = {442--456},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/bmei/ZhaoSWH21,
  author       = {Bailiang Zhao and
                  Wendell Q. Sun and
                  Liangchao Wang and
                  Menghan Hu},
  title        = {Fusion of Selected Deep {CNN} and Handcrafted Features for Gastritis
                  Detection from Wireless Capsule Endoscopy Images},
  booktitle    = {{CISP-BMEI}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/ccbr/WenZY21,
  author       = {Mengna Wen and
                  Haigang Zhang and
                  Jinfeng Yang},
  title        = {End-To-End Finger Trimodal Features Fusion and Recognition Model Based
                  on {CNN}},
  booktitle    = {{CCBR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12878},
  pages        = {39--48},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/ccoms/WangWGXC21,
  author       = {Xiaomeng Wang and
                  Jiajie Wang and
                  Zhibin Guan and
                  Wei Xin and
                  Jing Cui},
  title        = {Mining String Feature for Malicious Binary Detection Based on Normalized
                  {CNN}},
  booktitle    = {{ICCCS}},
  pages        = {748--752},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/cinc/NankaniB21,
  author       = {Deepankar Nankani and
                  Rashmi Dutta Baruah},
  title        = {Incorporating Demographic and Heartbeat Features with Multichannel
                  {ECG} for Cardiac Abnormality Detection using Parallel {CNN} and {GAP}
                  Network},
  booktitle    = {CinC},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/cinc/VazquezBGPP21,
  author       = {Cristina Gallego V{\'{a}}zquez and
                  Alexander Breuss and
                  Oriella Gnarra and
                  Julian Portmann and
                  Giulia Da Poian},
  title        = {Two Will Do: {CNN} With Asymmetric Loss, Self-Learning Label Correction,
                  and Hand-Crafted Features for Imbalanced Multi-Label {ECG} Data Classification},
  booktitle    = {CinC},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/csr2/KhanC21,
  author       = {Arshiya Khan and
                  Chase Cotton},
  title        = {Detecting Attacks on IoT Devices using Featureless 1D-CNN},
  booktitle    = {{CSR}},
  pages        = {461--466},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/cvpr/FayyazRDN0GG21,
  author       = {Mohsen Fayyaz and
                  Emad Bahrami Rad and
                  Ali Diba and
                  Mehdi Noroozi and
                  Ehsan Adeli and
                  Luc Van Gool and
                  J{\"{u}}rgen Gall},
  title        = {3D CNNs With Adaptive Temporal Feature Resolutions},
  booktitle    = {{CVPR}},
  pages        = {4731--4740},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/dexa/ZeghdaouiBBJ21,
  author       = {Mohamed Walid Zeghdaoui and
                  Omar Boussaid and
                  Fadila Bentayeb and
                  Frederik Joly},
  title        = {Medical-Based Text Classification Using FastText Features and {CNN-LSTM}
                  Model},
  booktitle    = {{DEXA} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12923},
  pages        = {155--167},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/dmbd/ShaYSXWH21,
  author       = {Tianchi Sha and
                  Xiao Yu and
                  Zhiwei Shi and
                  Yuan Xue and
                  Shouxin Wang and
                  Sikang Hu},
  title        = {Feature Map Transfer: Vertical Federated Learning for {CNN} Models},
  booktitle    = {{DMBD} {(2)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1454},
  pages        = {37--44},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/embc/CheRSNPH21,
  author       = {Hui Che and
                  Jared Radbel and
                  Jag Sunderram and
                  John L. Nosher and
                  Vishal M. Patel and
                  Ilker Hacihaliloglu},
  title        = {Multi-feature Multi-Scale CNN-Derived {COVID-19} Classification from
                  Lung Ultrasound Data},
  booktitle    = {{EMBC}},
  pages        = {2618--2621},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/embc/PradeepS21,
  author       = {Chakka Sai Pradeep and
                  Neelam Sinha},
  title        = {Spatio-Temporal Features Based Surgical Phase Classification Using
                  CNNs},
  booktitle    = {{EMBC}},
  pages        = {3332--3335},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/embc/RashidCDJTF21,
  author       = {Nafiul Rashid and
                  Luke Chen and
                  Manik Dautta and
                  Abel Jimenez and
                  Peter Tseng and
                  Mohammad Abdullah Al Faruque},
  title        = {Feature Augmented Hybrid {CNN} for Stress Recognition Using Wrist-based
                  Photoplethysmography Sensor},
  booktitle    = {{EMBC}},
  pages        = {2374--2377},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/emnlp/SungGMRN21,
  author       = {Chul Sung and
                  Vaibhava Goel and
                  Etienne Marcheret and
                  Steven J. Rennie and
                  David Nahamoo},
  title        = {CNNBiF: CNN-based Bigram Features for Named Entity Recognition},
  booktitle    = {{EMNLP} (Findings)},
  pages        = {1016--1021},
  publisher    = {Association for Computational Linguistics},
  year         = {2021}
}
@inproceedings{DBLP:conf/fgr/JunayedSI21,
  author       = {Masum Shah Junayed and
                  Arezoo Sadeghzadeh and
                  Md Baharul Islam},
  title        = {Deep Covariance Feature and CNN-based End-to-End Masked Face Recognition},
  booktitle    = {{FG}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icaip/Chang0GC21,
  author       = {Ling Chang and
                  Kaijie Wu and
                  Chaochen Gu and
                  Cailian Chen},
  title        = {Automatic Segmentation of the Whole G-band Chromosome Images Based
                  on Mask {R-CNN} and Geometric Features},
  booktitle    = {{ICAIP}},
  pages        = {56--61},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icann/WangZL21,
  author       = {Yinchu Wang and
                  Haijiang Zhu and
                  Mengze Liu},
  title        = {CNNapsule: {A} Lightweight Network with Fusion Features for Monocular
                  Depth Estimation},
  booktitle    = {{ICANN} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12891},
  pages        = {507--518},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/icccnt/FS21,
  author       = {Abdul Manaf F and
                  Sukhwinder Singh},
  title        = {A Novel Hybridization Model for Human Activity Recognition using Stacked
                  Parallel LSTMs with 2D-CNN for Feature Extraction},
  booktitle    = {{ICCCNT}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccel/MuraiIAK21,
  author       = {Koichi Murai and
                  Tetsuo Imai and
                  Kenichi Arai and
                  Toru Kobayashi},
  title        = {Feature Extraction System during Bolt Tightening Work by Regression
                  {CNN} and Classification {CNN}},
  booktitle    = {{ICCE}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iccms/ObsieQH21,
  author       = {Efrem Yohannes Obsie and
                  Hongchun Qu and
                  Qingqin Huang},
  title        = {Amharic Character Recognition Based on Features Extracted by {CNN}
                  and Auto-Encoder Models},
  booktitle    = {{ICCMS}},
  pages        = {58--66},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icdm/RenZFZXW21,
  author       = {Jiahuan Ren and
                  Zhao Zhang and
                  Jicong Fan and
                  Haijun Zhang and
                  Mingliang Xu and
                  Meng Wang},
  title        = {Robust Low-rank Deep Feature Recovery in CNNs: Toward Low Information
                  Loss and Fast Convergence},
  booktitle    = {{ICDM}},
  pages        = {529--538},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icip/Stergiou21,
  author       = {Alexandros Stergiou},
  title        = {The Mind's Eye: Visualizing Class-Agnostic Features of {CNNS}},
  booktitle    = {{ICIP}},
  pages        = {2738--2742},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iciscae/LinYZ21,
  author       = {Shaosong Lin and
                  Yong Yue and
                  Xiaohui Zhu},
  title        = {Emotion Recognition Using Representative Geometric Feature Mask Based
                  on {CNN}},
  booktitle    = {{ICISCAE} {(IEEE)}},
  pages        = {257--261},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iclr/BorowskiZSGWBB21,
  author       = {Judy Borowski and
                  Roland Simon Zimmermann and
                  Judith Schepers and
                  Robert Geirhos and
                  Thomas S. A. Wallis and
                  Matthias Bethge and
                  Wieland Brendel},
  title        = {Exemplary Natural Images Explain {CNN} Activations Better than State-of-the-Art
                  Feature Visualization},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2021}
}
@inproceedings{DBLP:conf/iclr/FrankleSM21,
  author       = {Jonathan Frankle and
                  David J. Schwab and
                  Ari S. Morcos},
  title        = {Training BatchNorm and Only BatchNorm: On the Expressive Power of
                  Random Features in CNNs},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2021}
}
@inproceedings{DBLP:conf/iclr/IslamKEJODB21,
  author       = {Md. Amirul Islam and
                  Matthew Kowal and
                  Patrick Esser and
                  Sen Jia and
                  Bj{\"{o}}rn Ommer and
                  Konstantinos G. Derpanis and
                  Neil D. B. Bruce},
  title        = {Shape or Texture: Understanding Discriminative Features in CNNs},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2021}
}
@inproceedings{DBLP:conf/icml/YanZ0FTS21,
  author       = {Hanshu Yan and
                  Jingfeng Zhang and
                  Gang Niu and
                  Jiashi Feng and
                  Vincent Y. F. Tan and
                  Masashi Sugiyama},
  title        = {{CIFS:} Improving Adversarial Robustness of CNNs via Channel-wise
                  Importance-based Feature Selection},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {11693--11703},
  publisher    = {{PMLR}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icmlc2/XuZYQZZW21,
  author       = {Yanping Xu and
                  Xia Zhang and
                  Tingcong Ye and
                  Zhenliang Qiu and
                  Lingjun Zhang and
                  Hua Zhang and
                  Yifan Wu},
  title        = {1D {CNN} for Feature Reconstruction on Network Threat Detection},
  booktitle    = {{ICMLC}},
  pages        = {127--132},
  publisher    = {{ACM}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iconip/LvZ21,
  author       = {Xuerui Lv and
                  Li Zhang},
  title        = {Feature Fusion Learning Based on {LSTM} and {CNN} Networks for Trend
                  Analysis of Limit Order Books},
  booktitle    = {{ICONIP} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13111},
  pages        = {125--137},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/icphm/YuLWKHL21,
  author       = {Mingzhu Yu and
                  Heli Liu and
                  Rengen Wang and
                  Xiangwei Kong and
                  Zhiyong Hu and
                  Xueyi Li},
  title        = {An improved {CNN} based on attention mechanism with multi-domain feature
                  fusion for bearing fault diagnosis},
  booktitle    = {{ICPHM}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icpram/0002WK21,
  author       = {Chun{-}Xia Zhang and
                  Xiaoli Wei and
                  Sang{-}Woon Kim},
  title        = {Empirical Evaluation on Utilizing CNN-features for Seismic Patch Classification},
  booktitle    = {{ICPRAM}},
  pages        = {166--173},
  publisher    = {{SCITEPRESS}},
  year         = {2021}
}
@inproceedings{DBLP:conf/icycsee/WangWZYGW21,
  author       = {Shan Wang and
                  Yue Wang and
                  Qilong Zhao and
                  Zhijiang Yang and
                  Weiyu Guo and
                  Xiuli Wang},
  title        = {Exploring Classification Capability of {CNN} Features},
  booktitle    = {{ICPCSEE} {(1)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1451},
  pages        = {268--282},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/igarss/DongQFLDX21,
  author       = {Shuxian Dong and
                  Yinghui Quan and
                  Wei Feng and
                  Qiang Li and
                  Gabriel Dauphin and
                  Mengdao Xing},
  title        = {Ensemble {CNN} Based on Pixel-Pair and Random Feature Selection for
                  Hyperspectral Image Classification with Small-Size Training Set},
  booktitle    = {{IGARSS}},
  pages        = {2353--2356},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/igarss/LvFQLDGZX21,
  author       = {Qinzhe Lv and
                  Wei Feng and
                  Yinghui Quan and
                  Qiang Li and
                  Gabriel Dauphin and
                  Lianru Gao and
                  Guoping Zhao and
                  Mengdao Xing},
  title        = {Ensemble {CNN} with Enhanced Feature Subspaces for Imbalanced Hyperspectral
                  Image Classification},
  booktitle    = {{IGARSS}},
  pages        = {3669--3672},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/igarss/Zhang00W21,
  author       = {Tianwen Zhang and
                  Xiaoling Zhang and
                  Jun Shi and
                  Shunjun Wei},
  title        = {A {HOG} Feature Fusion Method to Improve CNN-Based {SAR} Ship Classification
                  Accuracy},
  booktitle    = {{IGARSS}},
  pages        = {5311--5314},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iisa/ChenLALW21,
  author       = {Kun Chen and
                  Zhilei Li and
                  Qingsong Ai and
                  Quan Liu and
                  Lei Wang},
  title        = {An improved {CNN} model based on fused time-frequency features for
                  mental fatigue detection in BCIs},
  booktitle    = {{IISA}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/interspeech/SalvatiDF21,
  author       = {Daniele Salvati and
                  Carlo Drioli and
                  Gian Luca Foresti},
  title        = {Time Delay Estimation for Speaker Localization Using CNN-Based Parametrized
                  {GCC-PHAT} Features},
  booktitle    = {Interspeech},
  pages        = {1479--1483},
  publisher    = {{ISCA}},
  year         = {2021}
}
@inproceedings{DBLP:conf/isbi/Haweel00GSGBE21,
  author       = {Reem Haweel and
                  Ahmed Shalaby and
                  Ali Mahmoud and
                  Mohammed Ghazal and
                  Noha A. Seada and
                  Said Ghoniemy and
                  Gregory Barnes and
                  Ayman El{-}Baz},
  title        = {A Novel Dwt-Based Discriminant Features Extraction From Task-Based
                  Fmri: An Asd Diagnosis Study Using Cnn},
  booktitle    = {{ISBI}},
  pages        = {196--199},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iscas/OdetolaH21,
  author       = {Tolulope A. Odetola and
                  Syed Rafay Hasan},
  title        = {SoWaF: Shuffling of Weights and Feature Maps: {A} Novel Hardware Intrinsic
                  Attack {(HIA)} on Convolutional Neural Network {(CNN)}},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iscas/Ranipa0S21,
  author       = {Kalpeshkumar Ranipa and
                  Wei{-}Ping Zhu and
                  M. N. S. Swamy},
  title        = {Multimodal {CNN} Fusion Architecture with Multi-Features for Heart
                  Sound Classification},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iscas/ShiWCWW21,
  author       = {Yubo Shi and
                  Meiqi Wang and
                  Siyi Chen and
                  Jinghe Wei and
                  Zhongfeng Wang},
  title        = {Transform-Based Feature Map Compression for {CNN} Inference},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iscit/HondaT21,
  author       = {Tetsuya Honda and
                  Hironobu Takano},
  title        = {Development of Feature Extractor for Visible-Light Iris Recognition
                  Using Multi-task {CNN}},
  booktitle    = {{ISCIT}},
  pages        = {83--87},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/isie/SenanayakaKR21,
  author       = {Jagath Sri Lal Senanayaka and
                  Huynh Van Khang and
                  Kjell G. Robbersmyr},
  title        = {{CNN} based Gearbox Fault Diagnosis and Interpretation of Learning
                  Features},
  booktitle    = {{ISIE}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/ivs/WeberWZ21,
  author       = {Michael Weber and
                  Tassilo Wald and
                  J. Marius Z{\"{o}}llner},
  title        = {Temporal Feature Networks for {CNN} based Object Detection},
  booktitle    = {{IV}},
  pages        = {1478--1484},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/iwdw/ChenYC21,
  author       = {Ziqing Chen and
                  Xiangyu Yu and
                  Runze Chen},
  title        = {Image Block Regression Based on Feature Fusion for CNN-Based Spatial
                  Steganalysis},
  booktitle    = {{IWDW}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13180},
  pages        = {258--272},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/m2vip/ZhangHWCLS021,
  author       = {Kuangen Zhang and
                  Ming Hao and
                  Jing Wang and
                  Xinxing Chen and
                  Yuquan Leng and
                  Clarence W. de Silva and
                  Chenglong Fu},
  title        = {Linked Dynamic Graph {CNN:} Learning through Point Cloud by Linking
                  Hierarchical Features},
  booktitle    = {{M2VIP}},
  pages        = {7--12},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/miccai/UusMGJCPHPKWRHP21,
  author       = {Alena Uus and
                  Jacqueline Matthew and
                  Irina Grigorescu and
                  Samuel Jupp and
                  Lucilio Cordero{-}Grande and
                  Anthony Price and
                  Emer J. Hughes and
                  Prachi A. Patkee and
                  Vanessa Kyriakopoulou and
                  Robert Wright and
                  Thomas A. Roberts and
                  Jana Hutter and
                  Maximilian Pietsch and
                  Joseph V. Hajnal and
                  A. David Edwards and
                  Mary A. Rutherford and
                  Maria Deprez},
  title        = {Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development
                  and CNN-Based Ocular Biometry for Motion-Corrected Fetal {MRI}},
  booktitle    = {UNSURE/PIPPI@MICCAI},
  series       = {Lecture Notes in Computer Science},
  volume       = {12959},
  pages        = {168--178},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/NavehR21,
  author       = {Gadi Naveh and
                  Zohar Ringel},
  title        = {A self consistent theory of Gaussian Processes captures feature learning
                  effects in finite CNNs},
  booktitle    = {NeurIPS},
  pages        = {21352--21364},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/ZimmermannBGBWB21,
  author       = {Roland S. Zimmermann and
                  Judy Borowski and
                  Robert Geirhos and
                  Matthias Bethge and
                  Thomas S. A. Wallis and
                  Wieland Brendel},
  title        = {How Well do Feature Visualizations Support Causal Understanding of
                  {CNN} Activations?},
  booktitle    = {NeurIPS},
  pages        = {11730--11744},
  year         = {2021}
}
@inproceedings{DBLP:conf/rrpr/DelconteNDKNC21,
  author       = {Florian Delconte and
                  Phuc Ngo and
                  Isabelle Debled{-}Rennesson and
                  Bertrand Kerautret and
                  Van{-}Tho Nguyen and
                  Thi{\'{e}}ry Constant},
  title        = {Tree Defect Segmentation Using Geometric Features and {CNN}},
  booktitle    = {{RRPR}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12636},
  pages        = {80--100},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/smc/UedaKMMNK21,
  author       = {Michiaki Ueda and
                  Keijiro Kanda and
                  Jun'ichi Miyao and
                  Shogo Miyamoto and
                  Yukiko Nakano and
                  Takio Kurita},
  title        = {Invariant Feature Extraction for {CNN} Classifier by using Gradient
                  Reversal Layer},
  booktitle    = {{SMC}},
  pages        = {851--856},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/transai/TalafhaWRLW21,
  author       = {Sameerah Talafha and
                  Di Wu and
                  Banafsheh Rekabdar and
                  Ruopu Li and
                  Guangxing Wang},
  title        = {Classification and Feature Extraction for Hydraulic Structures Data
                  Using Advanced {CNN} Architectures},
  booktitle    = {TransAI},
  pages        = {137--146},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/unet/BenabdallahMH21,
  author       = {Fatima Zahra Benabdallah and
                  Ahmed Drissi El Maliani and
                  Mohammed El Hassouni},
  title        = {A {CNN} Based 3D Connectivity Matrices Features for Autism Detection:
                  Application on {ABIDE} {I}},
  booktitle    = {UNet},
  series       = {Lecture Notes in Computer Science},
  volume       = {12845},
  pages        = {293--302},
  publisher    = {Springer},
  year         = {2021}
}
@inproceedings{DBLP:conf/vcip/KaddarFHAH21,
  author       = {Bachir Kaddar and
                  Sid Ahmed Fezza and
                  Wassim Hamidouche and
                  Zahid Akhtar and
                  Abdenour Hadid},
  title        = {HCiT: Deepfake Video Detection Using a Hybrid Model of {CNN} features
                  and Vision Transformer},
  booktitle    = {{VCIP}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/visapp/TrelinskiK21,
  author       = {Jacek Trelinski and
                  Bogdan Kwolek},
  title        = {Embedded Features for 1D CNN-based Action Recognition on Depth Maps},
  booktitle    = {{VISIGRAPP} {(4:} {VISAPP)}},
  pages        = {536--543},
  publisher    = {{SCITEPRESS}},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2101-02767,
  author       = {Joris Gu{\'{e}}rin and
                  St{\'{e}}phane Thiery and
                  Eric Nyiri and
                  Olivier Gibaru and
                  Byron Boots},
  title        = {Combining pretrained {CNN} feature extractors to enhance clustering
                  of complex natural images},
  journal      = {CoRR},
  volume       = {abs/2101.02767},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2101-11604,
  author       = {Md. Amirul Islam and
                  Matthew Kowal and
                  Patrick Esser and
                  Sen Jia and
                  Bj{\"{o}}rn Ommer and
                  Konstantinos G. Derpanis and
                  Neil D. B. Bruce},
  title        = {Shape or Texture: Understanding Discriminative Features in CNNs},
  journal      = {CoRR},
  volume       = {abs/2101.11604},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2101-12447,
  author       = {Alexandros Stergiou},
  title        = {The Mind's Eye: Visualizing Class-Agnostic Features of CNNs},
  journal      = {CoRR},
  volume       = {abs/2101.12447},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2102-05311,
  author       = {Hanshu Yan and
                  Jingfeng Zhang and
                  Gang Niu and
                  Jiashi Feng and
                  Vincent Y. F. Tan and
                  Masashi Sugiyama},
  title        = {{CIFS:} Improving Adversarial Robustness of CNNs via Channel-wise
                  Importance-based Feature Selection},
  journal      = {CoRR},
  volume       = {abs/2102.05311},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-09327,
  author       = {Tolulope A. Odetola and
                  Syed Rafay Hasan},
  title        = {SoWaF: Shuffling of Weights and Feature Maps: {A} Novel Hardware Intrinsic
                  Attack {(HIA)} on Convolutional Neural Network {(CNN)}},
  journal      = {CoRR},
  volume       = {abs/2103.09327},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-12213,
  author       = {Michael Weber and
                  Tassilo Wald and
                  J. Marius Z{\"{o}}llner},
  title        = {Temporal Feature Networks for {CNN} based Object Detection},
  journal      = {CoRR},
  volume       = {abs/2103.12213},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-13851,
  author       = {Guangwei Gao and
                  Yi Yu and
                  Jian Yang and
                  Guo{-}Jun Qi and
                  Meng Yang},
  title        = {Hierarchical Deep {CNN} Feature Set-Based Representation Learning
                  for Robust Cross-Resolution Face Recognition},
  journal      = {CoRR},
  volume       = {abs/2103.13851},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2103-15439,
  author       = {Endel P{\~{o}}der},
  title        = {CNN-based search model underestimates attention guidance by simple
                  visual features},
  journal      = {CoRR},
  volume       = {abs/2103.15439},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-01381,
  author       = {Tsubasa Murate and
                  Takashi Watanabe and
                  Masaki Yamada},
  title        = {Learning Mobile {CNN} Feature Extraction Toward Fast Computation of
                  Visual Object Tracking},
  journal      = {CoRR},
  volume       = {abs/2104.01381},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-07719,
  author       = {Guangxing Han and
                  Shiyuan Huang and
                  Jiawei Ma and
                  Yicheng He and
                  Shih{-}Fu Chang},
  title        = {Meta Faster {R-CNN:} Towards Accurate Few-Shot Object Detection with
                  Attentive Feature Alignment},
  journal      = {CoRR},
  volume       = {abs/2104.07719},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-08120,
  author       = {Subham Nagar and
                  Ahlad Kumar},
  title        = {Orthogonal Features Based {EEG} Signals Denoising Using Fractional
                  and Compressed One-Dimensional {CNN} AutoEncoder},
  journal      = {CoRR},
  volume       = {abs/2104.08120},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2104-12136,
  author       = {Muhammad Ahmad and
                  Manuel Mazzara and
                  Salvatore Distefano},
  title        = {3D/2D regularized {CNN} feature hierarchy for Hyperspectral image
                  classification},
  journal      = {CoRR},
  volume       = {abs/2104.12136},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2106-04110,
  author       = {Gadi Naveh and
                  Zohar Ringel},
  title        = {A self consistent theory of Gaussian Processes captures feature learning
                  effects in finite CNNs},
  journal      = {CoRR},
  volume       = {abs/2106.04110},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2106-12447,
  author       = {Roland S. Zimmermann and
                  Judy Borowski and
                  Robert Geirhos and
                  Matthias Bethge and
                  Thomas S. A. Wallis and
                  Wieland Brendel},
  title        = {How Well do Feature Visualizations Support Causal Understanding of
                  {CNN} Activations?},
  journal      = {CoRR},
  volume       = {abs/2106.12447},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2107-07062,
  author       = {Ji{-}Seon Bang and
                  Seong{-}Whan Lee},
  title        = {Motor Imagery Classification based on {CNN-GRU} Network with Spatio-Temporal
                  Feature Representation},
  journal      = {CoRR},
  volume       = {abs/2107.07062},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2107-08939,
  author       = {Seung{-}Hun Nam and
                  Wonhyuk Ahn and
                  Myung{-}Joon Kwon and
                  In{-}Jae Yu},
  title        = {Detection of Double Compression in {MPEG-4} Videos Using Refined Features-based
                  {CNN}},
  journal      = {CoRR},
  volume       = {abs/2107.08939},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-03166,
  author       = {Nafiul Rashid and
                  Luke Chen and
                  Manik Dautta and
                  Abel Jimenez and
                  Peter Tseng and
                  Mohammad Abdullah Al Faruque},
  title        = {Feature Augmented Hybrid {CNN} for Stress Recognition Using Wrist-based
                  Photoplethysmography Sensor},
  journal      = {CoRR},
  volume       = {abs/2108.03166},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-06185,
  author       = {Quang Huy Bui and
                  Jae Kyu Suhr},
  title        = {CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale
                  Feature Extraction},
  journal      = {CoRR},
  volume       = {abs/2108.06185},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-11054,
  author       = {Jia{-}Xin Zhuang and
                  Wanying Tao and
                  Jianfei Xing and
                  Wei Shi and
                  Ruixuan Wang and
                  Wei{-}Shi Zheng},
  title        = {Understanding of Kernels in {CNN} Models by Suppressing Irrelevant
                  Visual Features in Images},
  journal      = {CoRR},
  volume       = {abs/2108.11054},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2108-11573,
  author       = {Praveen Ravirathinam and
                  Darshan Agrawal and
                  J. Jennifer Ranjani},
  title        = {NeighCNN: {A} {CNN} based {SAR} Speckle Reduction using Feature preserving
                  Loss Function},
  journal      = {CoRR},
  volume       = {abs/2108.11573},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-00224,
  author       = {MaungMaung AprilPyone and
                  Hitoshi Kiya},
  title        = {A Protection Method of Trained {CNN} Model Using Feature Maps Transformed
                  With Secret Key From Unauthorized Access},
  journal      = {CoRR},
  volume       = {abs/2109.00224},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-03989,
  author       = {Arshiya Khan and
                  Chase Cotton},
  title        = {Detecting Attacks on IoT Devices using Featureless 1D-CNN},
  journal      = {CoRR},
  volume       = {abs/2109.03989},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-04134,
  author       = {Alexander Sheshkus and
                  Anastasiya N. Chirvonaya and
                  Vladimir L. Arlazarov},
  title        = {Tiny {CNN} for feature point description for document analysis: approach
                  and dataset},
  journal      = {CoRR},
  volume       = {abs/2109.04134},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-06432,
  author       = {Zhijie Wang and
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                  Takayuki Okatani},
  title        = {Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level
                  {CNN} Features},
  journal      = {CoRR},
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  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-12628,
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                  Eduardo Alonso},
  title        = {Logo Generation Using Regional Features: {A} Faster {R-CNN} Approach
                  to Generative Adversarial Networks},
  journal      = {CoRR},
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  year         = {2021}
}
@article{DBLP:journals/corr/abs-2110-06155,
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                  Xiaoliang Chen and
                  Li Du and
                  Lei Chen and
                  Yuan Du and
                  Wei Zhuang and
                  Huadong Wei and
                  Chenjia Xie and
                  Zhongfeng Wang},
  title        = {Memory-Efficient {CNN} Accelerator Based on Interlayer Feature Map
                  Compression},
  journal      = {CoRR},
  volume       = {abs/2110.06155},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-02058,
  author       = {Dawei Dai and
                  Yutang Li and
                  Huanan Bao and
                  Sy Xia and
                  Guoyin Wang and
                  Xiaoli Ma},
  title        = {Rethinking the Image Feature Biases Exhibited by Deep {CNN} Models},
  journal      = {CoRR},
  volume       = {abs/2111.02058},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-13470,
  author       = {Shantanu Jaiswal and
                  Basura Fernando and
                  Cheston Tan},
  title        = {{TDAN:} Top-Down Attention Networks for Enhanced Feature Selectivity
                  in CNNs},
  journal      = {CoRR},
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  year         = {2021}
}
@article{DBLP:journals/corr/abs-2111-15449,
  author       = {Qiuyu Zhu and
                  Xuewen Zu},
  title        = {A Softmax-free Loss Function Based on Predefined Optimal-distribution
                  of Latent Features for {CNN} Classifier},
  journal      = {CoRR},
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  year         = {2021}
}
@article{DBLP:journals/corr/abs-2112-15383,
  author       = {Inbar Seroussi and
                  Zohar Ringel},
  title        = {Separation of scales and a thermodynamic description of feature learning
                  in some CNNs},
  journal      = {CoRR},
  volume       = {abs/2112.15383},
  year         = {2021}
}
@article{DBLP:journals/cin/RongCY21,
  title        = {{CNN-LSTM} Hybrid Model for Kinematic Feature Analysis and Parabolic
                  Radian Prediction in Basketball Videos},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2021},
  pages        = {7844472:1--7844472:12},
  year         = {2021},
  note         = {Withdrawn.}
}
@article{DBLP:journals/access/AlamATC20,
  author       = {Waleed Alam and
                  Syed Danish Ali and
                  Hilal Tayara and
                  Kil To Chong},
  title        = {A CNN-Based {RNA} N6-Methyladenosine Site Predictor for Multiple Species
                  Using Heterogeneous Features Representation},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {138203--138209},
  year         = {2020}
}
@article{DBLP:journals/access/DuZSWS20,
  author       = {Chuan Du and
                  Lei Zhang and
                  Xiping Sun and
                  Junxu Wang and
                  Jialian Sheng},
  title        = {Enhanced Multi-Channel Feature Synthesis for Hand Gesture Recognition
                  Based on {CNN} With a Channel and Spatial Attention Mechanism},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {144610--144620},
  year         = {2020}
}
@article{DBLP:journals/access/GaoZCZ20a,
  author       = {Angran Gao and
                  Yongli Zhu and
                  Weihao Cai and
                  Yi Zhang},
  title        = {Pattern Recognition of Partial Discharge Based on {VMD-CWD} Spectrum
                  and Optimized {CNN} With Cross-Layer Feature Fusion},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {151296--151306},
  year         = {2020}
}
@article{DBLP:journals/access/JingGG20,
  author       = {Ran Jing and
                  Zhaoning Gong and
                  Hongliang Guan},
  title        = {Land Cover Change Detection With {VHR} Satellite Imagery Based on
                  Multi-Scale {SLIC-CNN} and {SCAE} Features},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {228070--228087},
  year         = {2020}
}
@article{DBLP:journals/access/LianDZPL20,
  author       = {Jie Lian and
                  Pingping Dong and
                  Yuping Zhang and
                  Jianguo Pan and
                  Kehao Liu},
  title        = {A Novel Data-Driven Tropical Cyclone Track Prediction Model Based
                  on {CNN} and {GRU} With Multi-Dimensional Feature Selection},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {97114--97128},
  year         = {2020}
}
@article{DBLP:journals/access/LuoZLLSDR20,
  author       = {Yan{-}Min Luo and
                  Tao Zhang and
                  Ping Li and
                  Peizhong Liu and
                  Pengming Sun and
                  BinHua Dong and
                  Guanyu Ruan},
  title        = {{MDFI:} Multi-CNN Decision Feature Integration for Diagnosis of Cervical
                  Precancerous Lesions},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {29616--29626},
  year         = {2020}
}
@article{DBLP:journals/access/PengLSLHDW20,
  author       = {Yingqiong Peng and
                  Muxin Liao and
                  Yuxia Song and
                  Zhichao Liu and
                  Huojiao He and
                  Hong Deng and
                  Yinglong Wang},
  title        = {{FB-CNN:} Feature Fusion-Based Bilinear {CNN} for Classification of
                  Fruit Fly Image},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {3987--3995},
  year         = {2020}
}
@article{DBLP:journals/access/WuWXLL20,
  author       = {Lu Wu and
                  Yinglong Wang and
                  Shaohua Xu and
                  Kun Liu and
                  Xuegui Li},
  title        = {A {CNN-RBPNN} Model With Feature Knowledge Embedding and its Application
                  to Time-Varying Signal Classification},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {108503--108513},
  year         = {2020}
}
@article{DBLP:journals/access/ZhaiDSW20,
  author       = {Sheping Zhai and
                  Susu Dong and
                  Dingrong Shang and
                  Shuhuan Wang},
  title        = {An Improved Faster {R-CNN} Pedestrian Detection Algorithm Based on
                  Feature Fusion and Context Analysis},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {138117--138128},
  year         = {2020}
}
@article{DBLP:journals/access/ZhengGWF20,
  author       = {Yafeng Zheng and
                  Zhanghao Gao and
                  Yihang Wang and
                  Qian Fu},
  title        = {{MOOC} Dropout Prediction Using {FWTS-CNN} Model Based on Fused Feature
                  Weighting and Time Series},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {225324--225335},
  year         = {2020}
}
@article{DBLP:journals/asc/JainKG20,
  author       = {Deepak Kumar Jain and
                  Akshi Kumar and
                  Geetanjali Garg},
  title        = {Sarcasm detection in mash-up language using soft-attention based bi-directional
                  {LSTM} and feature-rich {CNN}},
  journal      = {Appl. Soft Comput.},
  volume       = {91},
  pages        = {106198},
  year         = {2020}
}
@article{DBLP:journals/asc/WangWSDW20,
  author       = {Yong Wang and
                  Xian Wei and
                  Hao Shen and
                  Lu Ding and
                  Jiuqing Wan},
  title        = {Robust fusion for {RGB-D} tracking using {CNN} features},
  journal      = {Appl. Soft Comput.},
  volume       = {92},
  pages        = {106302},
  year         = {2020}
}
@article{DBLP:journals/cars/FujinakaMTK20,
  author       = {Ayano Fujinaka and
                  Kojiro Mekata and
                  Hotaka Takizawa and
                  Hiroyuki Kudo},
  title        = {Segmentation of cervical intervertebral disks in videofluorography
                  by CNN, multi-channelization and feature selection},
  journal      = {Int. J. Comput. Assist. Radiol. Surg.},
  volume       = {15},
  number       = {6},
  pages        = {901--908},
  year         = {2020}
}
@article{DBLP:journals/cea/JiangZQZZS20,
  author       = {Honghua Jiang and
                  Chuanyin Zhang and
                  Yongliang Qiao and
                  Zhao Zhang and
                  Wenjing Zhang and
                  Changqing Song},
  title        = {{CNN} feature based graph convolutional network for weed and crop
                  recognition in smart farming},
  journal      = {Comput. Electron. Agric.},
  volume       = {174},
  pages        = {105450},
  year         = {2020}
}
@article{DBLP:journals/cin/MuzahidWH20,
  author       = {A. A. M. Muzahid and
                  Wanggen Wan and
                  Li Hou},
  title        = {A New Volumetric {CNN} for 3D Object Classification Based on Joint
                  Multiscale Feature and Subvolume Supervised Learning Approaches},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2020},
  pages        = {5851465:1--5851465:17},
  year         = {2020}
}
@article{DBLP:journals/complexity/LinHJ20,
  author       = {Qing Lin and
                  Ruili He and
                  Peihe Jiang},
  title        = {Feature Guided {CNN} for Baby's Facial Expression Recognition},
  journal      = {Complex.},
  volume       = {2020},
  pages        = {8855885:1--8855885:10},
  year         = {2020}
}
@article{DBLP:journals/connection/SrivastavaB20,
  author       = {Vishal Srivastava and
                  Bhaskar Biswas},
  title        = {CNN-based salient features in {HSI} image semantic target prediction},
  journal      = {Connect. Sci.},
  volume       = {32},
  number       = {2},
  pages        = {113--131},
  year         = {2020}
}
@article{DBLP:journals/eaai/WangWLWW20,
  author       = {Yong Wang and
                  Xian Wei and
                  Lingkun Luo and
                  Wen Wen and
                  Yang Wang},
  title        = {Robust {RGB-D} tracking via compact {CNN} features},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {96},
  pages        = {103974},
  year         = {2020}
}
@article{DBLP:journals/ejivp/WangCYLD20,
  author       = {Ze Wang and
                  Mingzhi Chen and
                  Yu Yang and
                  Min Lei and
                  Zhexuan Dong},
  title        = {Joint multi-domain feature learning for image steganalysis based on
                  {CNN}},
  journal      = {{EURASIP} J. Image Video Process.},
  volume       = {2020},
  number       = {1},
  pages        = {28},
  year         = {2020}
}
@article{DBLP:journals/eswa/ElboushakiHAK20,
  author       = {Abdessamad Elboushaki and
                  Rachida Hannane and
                  Karim Afdel and
                  Lahcen Koutti},
  title        = {MultiD-CNN: {A} multi-dimensional feature learning approach based
                  on deep convolutional networks for gesture recognition in {RGB-D}
                  image sequences},
  journal      = {Expert Syst. Appl.},
  volume       = {139},
  year         = {2020}
}
@article{DBLP:journals/eswa/ZhangLD20,
  author       = {Tao Zhang and
                  Jinhua Liang and
                  Biyun Ding},
  title        = {Acoustic scene classification using deep {CNN} with fine-resolution
                  feature},
  journal      = {Expert Syst. Appl.},
  volume       = {143},
  year         = {2020}
}
@article{DBLP:journals/ieicetd/TongCL20,
  author       = {Ying Tong and
                  Rui Chen and
                  Ruiyu Liang},
  title        = {Unconstrained Facial Expression Recognition Based on Feature Enhanced
                  {CNN} and Cross-Layer {LSTM}},
  journal      = {{IEICE} Trans. Inf. Syst.},
  volume       = {103-D},
  number       = {11},
  pages        = {2403--2406},
  year         = {2020}
}
@article{DBLP:journals/iet-ipr/ZhangFZX20,
  author       = {Xinliang Zhang and
                  Chenlin Fu and
                  Yunji Zhao and
                  Xiaozhuo Xu},
  title        = {Hybrid feature {CNN} model for point cloud classification and segmentation},
  journal      = {{IET} Image Process.},
  volume       = {14},
  number       = {16},
  pages        = {4086--4091},
  year         = {2020}
}
@article{DBLP:journals/ijcse/GuXFYZ20,
  author       = {Fei Gu and
                  Zhihua Xia and
                  Jianwei Fei and
                  Chengsheng Yuan and
                  Qiang Zhang},
  title        = {Face spoof detection using feature map superposition and {CNN}},
  journal      = {Int. J. Comput. Sci. Eng.},
  volume       = {22},
  number       = {2/3},
  pages        = {355--363},
  year         = {2020}
}
@article{DBLP:journals/ijcvip/AlrahhalP20,
  author       = {Maher Alrahhal and
                  Supreethi K. P.},
  title        = {Multimedia Image Retrieval System by Combining {CNN} With Handcraft
                  Features in Three Different Similarity Measures},
  journal      = {Int. J. Comput. Vis. Image Process.},
  volume       = {10},
  number       = {1},
  pages        = {1--23},
  year         = {2020}
}
@article{DBLP:journals/ijhis/SouzaHSAF20,
  author       = {Lu{\'{\i}}s Fabr{\'{\i}}cio de F. Souza and
                  Gabriel Bandeira Holanda and
                  Francisco H{\'{e}}rcules dos S. Silva and
                  Shara Shami Ara{\'{u}}jo Alves and
                  Pedro Pedrosa Rebou{\c{c}}as Filho},
  title        = {Automatic lung segmentation in {CT} images using mask {R-CNN} for
                  mapping the feature extraction in supervised methods of machine learning
                  using transfer learning},
  journal      = {Int. J. Hybrid Intell. Syst.},
  volume       = {16},
  number       = {4},
  pages        = {189--205},
  year         = {2020}
}
@article{DBLP:journals/ijon/FuMWZZ20,
  author       = {Huiyuan Fu and
                  Huadong Ma and
                  Gaoya Wang and
                  Xiaomou Zhang and
                  Yifan Zhang},
  title        = {{MCFF-CNN:} Multiscale comprehensive feature fusion convolutional
                  neural network for vehicle color recognition based on residual learning},
  journal      = {Neurocomputing},
  volume       = {395},
  pages        = {178--187},
  year         = {2020}
}
@article{DBLP:journals/ijon/JiaLZ20,
  author       = {Dongyao Jia and
                  Zhengyi Li and
                  Chuanwang Zhang},
  title        = {Detection of cervical cancer cells based on strong feature {CNN-SVM}
                  network},
  journal      = {Neurocomputing},
  volume       = {411},
  pages        = {112--127},
  year         = {2020}
}
@article{DBLP:journals/ijon/LeiCMX20,
  author       = {Yongxiang Lei and
                  Xiaofang Chen and
                  Mengcan Min and
                  Yongfang Xie},
  title        = {A semi-supervised Laplacian extreme learning machine and feature fusion
                  with {CNN} for industrial superheat identification},
  journal      = {Neurocomputing},
  volume       = {381},
  pages        = {186--195},
  year         = {2020}
}
@article{DBLP:journals/ijon/ZhangWY20a,
  author       = {Wandong Zhang and
                  Q. M. Jonathan Wu and
                  Yimin Yang},
  title        = {Wi-HSNN: {A} subnetwork-based encoding structure for dimension reduction
                  and food classification via harnessing multi-CNN model high-level
                  features},
  journal      = {Neurocomputing},
  volume       = {414},
  pages        = {57--66},
  year         = {2020}
}
@article{DBLP:journals/ijon/ZhangYWWZ20,
  author       = {Weiqi Zhang and
                  Zifei Yan and
                  Qilong Wang and
                  Xiaohe Wu and
                  Wangmeng Zuo},
  title        = {Learning second-order statistics for place recognition based on robust
                  covariance estimation of {CNN} features},
  journal      = {Neurocomputing},
  volume       = {398},
  pages        = {197--208},
  year         = {2020}
}
@article{DBLP:journals/ijprai/ZhangWJ20,
  author       = {Pei Zhang and
                  Changyuan Wang and
                  Hongbo Jia},
  title        = {Mask {R-CNN} Method for Dashboard Feature Extraction in Eye Tracking},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {34},
  number       = {9},
  pages        = {2055017:1--2055017:12},
  year         = {2020}
}
@article{DBLP:journals/imst/JenaS20,
  author       = {Sanjukta Rani Jena and
                  Thomas George Selvaraj},
  title        = {Morphological feature extraction and {KNG-CNN} classification of {CT}
                  images for early lung cancer detection},
  journal      = {Int. J. Imaging Syst. Technol.},
  volume       = {30},
  number       = {4},
  pages        = {1324--1336},
  year         = {2020}
}
@article{DBLP:journals/jbi/ChoHPP20,
  author       = {Minsoo Cho and
                  Jihwan Ha and
                  Chihyun Park and
                  Sanghyun Park},
  title        = {Combinatorial feature embedding based on {CNN} and {LSTM} for biomedical
                  named entity recognition},
  journal      = {J. Biomed. Informatics},
  volume       = {103},
  pages        = {103381},
  year         = {2020}
}
@article{DBLP:journals/jcsandt/Arceda20,
  author       = {Vicente Enrique Machaca Arceda},
  title        = {An analysis of k-mer frequency features with {SVM} and {CNN} for viral
                  subtyping classification},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {20},
  number       = {2},
  pages        = {11},
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@article{DBLP:journals/jdi/ZhaoZLN20,
  author       = {Jumin Zhao and
                  Chen Zhang and
                  Dengao Li and
                  Jing Niu},
  title        = {Combining multi-scale feature fusion with multi-attribute grading,
                  a {CNN} model for benign and malignant classification of pulmonary
                  nodules},
  journal      = {J. Digit. Imaging},
  volume       = {33},
  number       = {4},
  pages        = {869--878},
  year         = {2020}
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@article{DBLP:journals/jei/FantinelC20,
  author       = {Riccardo Fantinel and
                  Angelo Cenedese},
  title        = {Multistep hybrid learning: {CNN} driven by spatial-temporal features
                  for faults detection on metallic surfaces},
  journal      = {J. Electronic Imaging},
  volume       = {29},
  number       = {4},
  pages        = {041005},
  year         = {2020}
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@article{DBLP:journals/jei/GaoYYLLH20,
  author       = {Hongmin Gao and
                  Dan Yao and
                  Yao Yang and
                  Chenming Li and
                  Haiyun Liu and
                  Zaijun Hua},
  title        = {Multiscale 3-D-CNN based on spatial-spectral joint feature extraction
                  for hyperspectral remote sensing images classification},
  journal      = {J. Electronic Imaging},
  volume       = {29},
  number       = {1},
  pages        = {013007},
  year         = {2020}
}
@article{DBLP:journals/jetai/SrivastavaB20,
  author       = {Vishal Srivastava and
                  Bhaskar Biswas},
  title        = {Deep {CNN} feature fusion with manifold learning and regression for
                  pixel classification in {HSI} images},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {32},
  number       = {2},
  pages        = {339--358},
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@article{DBLP:journals/jifs/RoseweltR20,
  author       = {L. Antony Rosewelt and
                  J. Arokia Renjit},
  title        = {A content recommendation system for effective e-learning using embedded
                  feature selection and fuzzy {DT} based {CNN}},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {39},
  number       = {1},
  pages        = {795--808},
  year         = {2020}
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@article{DBLP:journals/lgrs/MeloSLF20,
  author       = {Vin{\'{\i}}cius Veloso de Melo and
                  L{\'{e}}o Fran{\c{c}}oso Dal Piccol Sotto and
                  Matheus Macedo Leonardo and
                  F{\'{a}}bio Augusto Faria},
  title        = {Automatic Meta-Feature Engineering for {CNN} Fusion in Aerial Scene
                  Classification Task},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {17},
  number       = {9},
  pages        = {1652--1656},
  year         = {2020}
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@article{DBLP:journals/lgrs/RoyKDC20,
  author       = {Swalpa Kumar Roy and
                  Gopal Krishna and
                  Shiv Ram Dubey and
                  Bidyut B. Chaudhuri},
  title        = {HybridSN: Exploring 3-D-2-D {CNN} Feature Hierarchy for Hyperspectral
                  Image Classification},
  journal      = {{IEEE} Geosci. Remote. Sens. Lett.},
  volume       = {17},
  number       = {2},
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  author       = {Fan Zhang and
                  Yunchong Wang and
                  Jun Ni and
                  Yongsheng Zhou and
                  Wei Hu},
  title        = {{SAR} Target Small Sample Recognition Based on {CNN} Cascaded Features
                  and AdaBoost Rotation Forest},
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}
@article{DBLP:journals/mta/FilaliKSA20,
  author       = {Youssef Filali and
                  Hasnae E. L. Khoukhi and
                  My Abdelouahed Sabri and
                  Abdellah Aarab},
  title        = {Efficient fusion of handcrafted and pre-trained CNNs features to classify
                  melanoma skin cancer},
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@article{DBLP:journals/mta/Gonzalez-Lozoya20,
  author       = {Sonia M. Gonz{\'{a}}lez{-}Lozoya and
                  Jorge de la Calleja and
                  Luis Pellegrin and
                  Hugo Jair Escalante and
                  Ma. Auxilio Medina and
                  Antonio Benitez Ruiz},
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                  Santosh Kumar Velamala and
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  title        = {Blind image quality assessment using a combination of statistical
                  features and {CNN}},
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                  C. Victor Jiji},
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  author       = {Raj Silwal and
                  Abeer Alsadoon and
                  P. W. C. Prasad and
                  Omar Hisham Alsadoon and
                  Ammar Al{-}Qaraghuli},
  title        = {A novel deep learning system for facial feature extraction by fusing
                  {CNN} and {MB-LBP} and using enhanced loss function},
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  author       = {Francisco M. Castro and
                  Manuel J. Mar{\'{\i}}n{-}Jim{\'{e}}nez and
                  Nicol{\'{a}}s Guil and
                  Nicol{\'{a}}s P{\'{e}}rez de la Blanca},
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  author       = {Zahra Kamranian and
                  Ahmad Reza Naghsh{-}Nilchi and
                  Hamid Sadeghian and
                  Federico Tombari and
                  Nassir Navab},
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  author       = {Shanmuganathan Vimal and
                  Yesudhas Harold Robinson and
                  Mohammad S. Khan and
                  Manju Khari and
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  title        = {{R-CNN} and wavelet feature extraction for hand gesture recognition
                  with {EMG} signals},
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  author       = {Sunhee Hwang and
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  author       = {Dina Ahmed Ragab and
                  Omneya Attallah},
  title        = {{FUSI-CAD:} Coronavirus {(COVID-19)} diagnosis based on the fusion
                  of CNNs and handcrafted features},
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  author       = {Jin Yuan and
                  Heng{-}Chang Xiong and
                  Yi Xiao and
                  Weili Guan and
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                  Richang Hong and
                  Zhiyong Li},
  title        = {Gated {CNN:} Integrating multi-scale feature layers for object detection},
  journal      = {Pattern Recognit.},
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}
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                  Cunzhao Shi and
                  Baihua Xiao},
  title        = {Selective feature connection mechanism: Concatenating multi-layer
                  {CNN} features with a feature selector},
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@article{DBLP:journals/prl/NguyenKNN20,
  author       = {Cuong Tuan Nguyen and
                  Vu Tran Minh Khuong and
                  Hung Tuan Nguyen and
                  Masaki Nakagawa},
  title        = {{CNN} based spatial classification features for clustering offline
                  handwritten mathematical expressions},
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@article{DBLP:journals/puc/LiHLYC20,
  author       = {Qian Li and
                  Qingyuan Hu and
                  Youshui Lu and
                  Yue Yang and
                  Jingxian Cheng},
  title        = {Multi-level word features based on {CNN} for fake news detection in
                  cultural communication},
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  author       = {Luis G. Camara and
                  Libor Preucil},
  title        = {Visual Place Recognition by spatial matching of high-level {CNN} features},
  journal      = {Robotics Auton. Syst.},
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@article{DBLP:journals/remotesensing/AkodadBXBG20,
  author       = {Sara Akodad and
                  Lionel Bombrun and
                  Junshi Xia and
                  Yannick Berthoumieu and
                  Christian Germain},
  title        = {Ensemble Learning Approaches Based on Covariance Pooling of {CNN}
                  Features for High Resolution Remote Sensing Scene Classification},
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  pages        = {3292},
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  author       = {Aaron E. Maxwell and
                  Pariya Pourmohammadi and
                  Joey D. Poyner},
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                  Mask {R-CNN} Deep Learning and Digital Elevation Data},
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                  Xuechao Duan},
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                  Information via Topological Graphs and {CNN} Features},
  journal      = {Remote. Sens.},
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                  Lingjia Gu and
                  Xiaofeng Li and
                  Tao Jiang and
                  Ruizhi Ren},
  title        = {Crop Classification Method Based on Optimal Feature Selection and
                  Hybrid {CNN-RF} Networks for Multi-Temporal Remote Sensing Imagery},
  journal      = {Remote. Sens.},
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  author       = {Shuyu Zhang and
                  Chuanrong Li and
                  Shi Qiu and
                  Caixia Gao and
                  Feng Zhang and
                  Zhenhong Du and
                  Renyi Liu},
  title        = {{EMMCNN:} An ETPS-Based Multi-Scale and Multi-Feature Method Using
                  {CNN} for High Spatial Resolution Image Land-Cover Classification},
  journal      = {Remote. Sens.},
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  pages        = {66},
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@article{DBLP:journals/scn/SunLLLLHC20,
  author       = {Pengfei Sun and
                  Pengju Liu and
                  Qi Li and
                  Chenxi Liu and
                  Xiangling Lu and
                  Ruochen Hao and
                  Jinpeng Chen},
  title        = {{DL-IDS:} Extracting Features Using {CNN-LSTM} Hybrid Network for
                  Intrusion Detection System},
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  volume       = {2020},
  pages        = {8890306:1--8890306:11},
  year         = {2020}
}
@article{DBLP:journals/sensors/AnvarjonMK20,
  author       = {Tursunov Anvarjon and
                  Mustaqeem and
                  Soonil Kwon},
  title        = {Deep-Net: {A} Lightweight CNN-Based Speech Emotion Recognition System
                  Using Deep Frequency Features},
  journal      = {Sensors},
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  number       = {18},
  pages        = {5212},
  year         = {2020}
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@article{DBLP:journals/sensors/BrousseauRE20,
  author       = {Braiden Brousseau and
                  Jonathan Rose and
                  Moshe Eizenman},
  title        = {Hybrid Eye-Tracking on a Smartphone with {CNN} Feature Extraction
                  and an Infrared 3D Model},
  journal      = {Sensors},
  volume       = {20},
  number       = {2},
  pages        = {543},
  year         = {2020}
}
@article{DBLP:journals/sensors/MorotoMOH20,
  author       = {Yuya Moroto and
                  Keisuke Maeda and
                  Takahiro Ogawa and
                  Miki Haseyama},
  title        = {Tensor-Based Emotional Category Classification via Visual Attention-Based
                  Heterogeneous {CNN} Feature Fusion},
  journal      = {Sensors},
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  pages        = {2146},
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  author       = {Yanhua Shao and
                  Wenfeng Li and
                  Hongyu Chu and
                  Zhiyuan Chang and
                  Xiaoqiang Zhang and
                  Huayi Zhan},
  title        = {A Multitask Cascading {CNN} with MultiScale Infrared Optical Flow
                  Feature Fusion-Based Abnormal Crowd Behavior Monitoring {UAV}},
  journal      = {Sensors},
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  author       = {Jin Zhang and
                  Fengyuan Wei and
                  Fan Feng and
                  Chunyang Wang},
  title        = {Spatial-Spectral Feature Refinement for Hyperspectral Image Classification
                  Based on Attention-Dense 3D-2D-CNN},
  journal      = {Sensors},
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  pages        = {5191},
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  author       = {Feng Guo and
                  Canghong Shi and
                  Xiaojie Li and
                  Xi Wu and
                  Jiliu Zhou and
                  Jiancheng Lv},
  title        = {Image segmentation of nasopharyngeal carcinoma using 3D {CNN} with
                  long-range skip connection and multi-scale feature pyramid},
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  title        = {A fused {CNN} model for {WBC} detection with {MRMR} feature selection
                  and extreme learning machine},
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                  J. Arokia Renjith},
  title        = {Semantic analysis-based relevant data retrieval model using feature
                  selection, summarization and {CNN}},
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  author       = {Zixian Ge and
                  Guo Cao and
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                  Peng Fu},
  title        = {Hyperspectral Image Classification Method Based on 2D-3D {CNN} and
                  Multibranch Feature Fusion},
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  author       = {Chunping Qiu and
                  Xiaochong Tong and
                  Michael Schmitt and
                  Benjamin Bechtel and
                  Xiao Xiang Zhu},
  title        = {Multilevel Feature Fusion-Based {CNN} for Local Climate Zone Classification
                  From Sentinel-2 Images: Benchmark Results on the So2Sat {LCZ42} Dataset},
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  author       = {Jiuwen Cao and
                  Jiahua Zhu and
                  Wenbin Hu and
                  Anton Kummert},
  title        = {Epileptic Signal Classification With Deep {EEG} Features by Stacked
                  CNNs},
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  author       = {Sangyeob Kim and
                  Juhyoung Lee and
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                  Hoi{-}Jun Yoo},
  title        = {A Power-Efficient {CNN} Accelerator With Similar Feature Skipping
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  author       = {Mengmeng Zhang and
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                  Using Patch-to-Patch {CNN}},
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  author       = {Abdelhakim Chergui and
                  Salim Ouchtati and
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                  Salah Eddine Bekhouche and
                  Mohamed Lashab and
                  Jean Sequeira},
  title        = {Kinship Verification Through Facial Images Using CNN-Based Features},
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  pages        = {1--8},
  year         = {2020}
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                  Engin Avci and
                  Eser Sert},
  title        = {UC-Merced Image Classification with {CNN} Feature Reduction Using
                  Wavelet Entropy Optimized with Genetic Algorithm},
  journal      = {Traitement du Signal},
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}
@article{DBLP:journals/tetci/ZhouWWSS20,
  author       = {Zhili Zhou and
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                  Image Detection},
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                  Arun Ross},
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  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
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                  {LSTM} With Multistate {CNN} Features},
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  booktitle    = {{AAAI}},
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                  Sunitha Basodi and
                  Xueli Xiao and
                  Yi Pan},
  title        = {Infant Sound Classification on Multi-stage CNNs with Hybrid Features
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  booktitle    = {{AIMS}},
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  title        = {3D {CNN} based Multilevel Feature Fusion for Workload Estimation},
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                  Ant{\^{o}}nio Os{\'{e}}as de Carvalho Filho and
                  Alcilene Dal{\'{\i}}lia de Sousa and
                  Ricardo de Andrade Lira Rabelo},
  title        = {{COVID-19} diagnosis in {CT} images using {CNN} to extract features
                  and multiple classifiers},
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  publisher    = {{IEEE}},
  year         = {2020}
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                  Guilherme Freire Roberto and
                  Marcelo Zanchetta do Nascimento and
                  Guilherme Botazzo Rozendo and
                  Leandro Alves Neves},
  title        = {Selection of CNN, Haralick and Fractal Features Based on Evolutionary
                  Algorithms for Classification of Histological Images},
  booktitle    = {{BIBM}},
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  publisher    = {{IEEE}},
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  author       = {Xiao Han and
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                  Ruping Cen and
                  Fangzheng Xue},
  title        = {SuperPointVO: {A} Lightweight Visual Odometry based on {CNN} Feature
                  Extraction},
  booktitle    = {{CACRE}},
  pages        = {685--691},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/cacre/LiuBZLLWZ20,
  author       = {Yimo Liu and
                  Di Bu and
                  Guokai Zhang and
                  Ye Luo and
                  Jianwei Lu and
                  Weigang Wang and
                  Binghui Zhao},
  title        = {Using {CNN} With Handcrafted Features for Prostate Cancer Classification},
  booktitle    = {{CACRE}},
  pages        = {636--641},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/cbd/FangCQ20,
  author       = {Run Fang Hao and
                  Chuang Liu and
                  Yong Qiang Cheng},
  title        = {Application of CNN-1d based on feature fusion in bearing fault diagnosis},
  booktitle    = {{CBD}},
  pages        = {195--200},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/crv/HollidayD20,
  author       = {Andrew Holliday and
                  Gregory Dudek},
  title        = {Pre-trained CNNs as Visual Feature Extractors: {A} Broad Evaluation},
  booktitle    = {{CRV}},
  pages        = {78--84},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/csai/BahramiDANY20,
  author       = {Siavash Bahrami and
                  Shyamala Doraisamy and
                  Azreen Azman and
                  Nurul Amelina Nasharuddin and
                  Shigang Yue},
  title        = {Acoustic Feature Analysis for Wet and Dry Road Surface Classification
                  Using Two-stream {CNN}},
  booktitle    = {{CSAI}},
  pages        = {194--200},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/cscs2/KapoorYLZVHSSF20,
  author       = {Nikhil Kapoor and
                  Chun Yuan and
                  Jonas L{\"{o}}hdefink and
                  Roland Zimmermann and
                  Serin Varghese and
                  Fabian H{\"{u}}ger and
                  Nico M. Schmidt and
                  Peter Schlicht and
                  Tim Fingscheidt},
  title        = {A Self-Supervised Feature Map Augmentation {(FMA)} Loss and Combined
                  Augmentations Finetuning to Efficiently Improve the Robustness of
                  CNNs},
  booktitle    = {{CSCS}},
  pages        = {3:1--3:8},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/cvip/SrivastavaSD20,
  author       = {Ayush Srivastava and
                  Kuldip Singh Sangwan and
                  Dhiraj},
  title        = {Real-Time Driver Drowsiness Detection Using {GRU} with {CNN} Features},
  booktitle    = {{CVIP} {(3)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1378},
  pages        = {501--513},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/dcc/XingPLH020,
  author       = {Peiyin Xing and
                  Peixi Peng and
                  Yongsheng Liang and
                  Tiejun Huang and
                  Yonghong Tian},
  title        = {Binary Representation and High Efficient Compression of 3D {CNN} Features
                  for Action Recognition},
  booktitle    = {{DCC}},
  pages        = {400},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/dicta/VaghjianiSCFK20,
  author       = {Dhaval Vaghjiani and
                  Sajib Saha and
                  Yann Connan and
                  Shaun Frost and
                  Yogesan Kanagasingam},
  title        = {Visualizing and Understanding Inherent Image Features in CNN-based
                  Glaucoma Detection},
  booktitle    = {{DICTA}},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/etfa/FerariuS20,
  author       = {Lavinia Ferariu and
                  Teodor{-}Andrei Sauciuc},
  title        = {Semantic Segmentation of Street Scenes Using a Hybridisation between
                  3D Features and CNNs},
  booktitle    = {{ETFA}},
  pages        = {1309--1312},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/eusipco/KrausePK20a,
  author       = {Daniel Krause and
                  Archontis Politis and
                  Konrad Kowalczyk},
  title        = {Comparison of Convolution Types in CNN-based Feature Extraction for
                  Sound Source Localization},
  booktitle    = {{EUSIPCO}},
  pages        = {820--824},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/fccm/XuYYSWY20,
  author       = {Zhilin Xu and
                  Jincheng Yu and
                  Chao Yu and
                  Hao Shen and
                  Yu Wang and
                  Huazhong Yang},
  title        = {CNN-based Feature-point Extraction for Real-time Visual {SLAM} on
                  Embedded {FPGA}},
  booktitle    = {{FCCM}},
  pages        = {33--37},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/fcv/LeeJ20,
  author       = {Youlkyeong Lee and
                  Kang{-}Hyun Jo},
  title        = {Faster {R-CNN} with Attention Feature Map for Robust Object Detection},
  booktitle    = {{IW-FCV}},
  series       = {Communications in Computer and Information Science},
  volume       = {1212},
  pages        = {180--191},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/healthcom/PengZWWP20,
  author       = {Shaoliang Peng and
                  Xiongjun Zhao and
                  Xiaoyong Wei and
                  Donqing Wei and
                  Yuehua Peng},
  title        = {Multi-View Weighted Feature Fusion Using {CNN} for Pneumonia Detection
                  on Chest X-Rays},
  booktitle    = {HealthCom},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/his/WiemAE20,
  author       = {Nhidi Wiem and
                  Chokri Mohamed Ali and
                  Ridha Ejbali},
  title        = {Wavelet Feature with {CNN} for Identifying Parasitic Egg from a Slender-Billed's
                  Nest},
  booktitle    = {{HIS}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1375},
  pages        = {365--374},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/icassp/FritschDM20,
  author       = {Julian Fritsch and
                  S. Pavankumar Dubagunta and
                  Mathew Magimai{-}Doss},
  title        = {Estimating the Degree of Sleepiness by Integrating Articulatory Feature
                  Knowledge in Raw Waveform Based {CNNS}},
  booktitle    = {{ICASSP}},
  pages        = {6534--6538},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icassp/Huynh-TheHTK20,
  author       = {Thien Huynh{-}The and
                  Cam{-}Hao Hua and
                  Nguyen Anh Tu and
                  Dong{-}Seong Kim},
  title        = {Learning Geometric Features with Dual-stream {CNN} for 3D Action Recognition},
  booktitle    = {{ICASSP}},
  pages        = {2353--2357},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icb/TakahashiKIA20,
  author       = {Ai Takahashi and
                  Yoshinori Koda and
                  Koichi Ito and
                  Takafumi Aoki},
  title        = {Fingerprint Feature Extraction by Combining Texture, Minutiae, and
                  Frequency Spectrum Using Multi-Task {CNN}},
  booktitle    = {{IJCB}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iccel/KimPP20,
  author       = {Hyunwoo Kim and
                  Seokmok Park and
                  Joonki Paik},
  title        = {Pre-Activated 3D {CNN} and Feature Pyramid Network for Traffic Accident
                  Detection},
  booktitle    = {{ICCE}},
  pages        = {1--3},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icdsp2/AsaiT20,
  author       = {Kikuo Asai and
                  Norio Takase},
  title        = {Comparing MAV, Frequency Spectrum, and Wavelet Spectrum of sEMG Signals
                  as Features for Simple {CNN} in Finger Motion Estimation},
  booktitle    = {{ICDSP}},
  pages        = {145--149},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icdsp2/LvHW20,
  author       = {Huilian Lv and
                  Weiping Hu and
                  Yan Wang},
  title        = {Speech Emotion Recognition Based on {BLSTM} and {CNN} Feature Fusion},
  booktitle    = {{ICDSP}},
  pages        = {169--172},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iciai/HuangDZZ20,
  author       = {Lilong Huang and
                  Jing Dong and
                  Dongsheng Zhou and
                  Qiang Zhang},
  title        = {Speech Emotion Recognition Based on Three-Channel Feature Fusion of
                  {CNN} and BiLSTM},
  booktitle    = {{ICIAI}},
  pages        = {52--58},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icic/0002S20,
  author       = {Yan Zhou and
                  Li Shang},
  title        = {Time Sequence Features Extraction Algorithm of Lying Speech Based
                  on Sparse {CNN} and {LSTM}},
  booktitle    = {{ICIC} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12463},
  pages        = {95--104},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/iciot3/BelhiB20,
  author       = {Abdelhak Belhi and
                  Abdelaziz Bouras},
  title        = {{CNN} Features vs Classical Features for Largescale Cultural Image
                  Retrieval},
  booktitle    = {ICIoT},
  pages        = {95--99},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iclr/BreierO20,
  author       = {Bennet Breier and
                  Arno Onken},
  title        = {Analysis of Video Feature Learning in Two-Stream CNNs on the Example
                  of Zebrafish Swim Bout Classification},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2020}
}
@inproceedings{DBLP:conf/iclr/WangGZ0D020,
  author       = {Kafeng Wang and
                  Xitong Gao and
                  Yiren Zhao and
                  Xingjian Li and
                  Dejing Dou and
                  Cheng{-}Zhong Xu},
  title        = {Pay Attention to Features, Transfer Learn Faster CNNs},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2020}
}
@inproceedings{DBLP:conf/icmcs/AminMABA20,
  author       = {Syed Umar Amin and
                  Ghulam Muhammad and
                  Wadood Abdul and
                  Mohamed Abdelkader Bencherif and
                  Mansour Alsulaiman},
  title        = {Multi-CNN Feature Fusion for Efficient {EEG} Classification},
  booktitle    = {{ICME} Workshops},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icmlc2/GaoZZ20,
  author       = {Jipeng Gao and
                  Haolin Zhou and
                  Yicheng Zhang},
  title        = {The Performance of Two {CNN} Methods in Artworks Aesthetic Feature
                  Recognition},
  booktitle    = {{ICMLC}},
  pages        = {289--296},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icnsc/ZhouZX20,
  author       = {Yunpeng Zhou and
                  Zhangqing Zhu and
                  Bo Xin},
  title        = {One-step Local Feature Extraction using {CNN}},
  booktitle    = {{ICNSC}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icra/CamaraGP20,
  author       = {Luis G. Camara and
                  Carl G{\"{a}}bert and
                  Libor Preucil},
  title        = {Highly Robust Visual Place Recognition Through Spatial Matching of
                  {CNN} Features},
  booktitle    = {{ICRA}},
  pages        = {3748--3755},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iecon/CarlbaumMKKN20,
  author       = {Erik Carlbaum and
                  Sina Sharif Mansouri and
                  Christoforos Kanellakis and
                  Anton Koval and
                  George Nikolakopoulos},
  title        = {Towards Robust Localization Deep Feature Extraction by {CNN}},
  booktitle    = {{IECON}},
  pages        = {807--812},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/igarss/QuanD0DZWX20,
  author       = {Yinghui Quan and
                  Shuxian Dong and
                  Wei Feng and
                  Gabriel Dauphin and
                  Guoping Zhao and
                  Yong Wang and
                  Mengdao Xing},
  title        = {Spectral-Spatial Feature Extraction based {CNN} for Hyperspectral
                  Image Classification},
  booktitle    = {{IGARSS}},
  pages        = {485--488},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/igarss/ZhouSWB20,
  author       = {Meilun Zhou and
                  Sathishkumar Samiappan and
                  Ethan Worch and
                  John E. Ball},
  title        = {Hyperspectral Image Classification Using Fisher's Linear Discriminant
                  Analysis Feature Reduction with Gabor Filtering and {CNN}},
  booktitle    = {{IGARSS}},
  pages        = {493--496},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ijcnn/ChmielBZBYKBM20,
  author       = {Brian Chmiel and
                  Chaim Baskin and
                  Evgenii Zheltonozhskii and
                  Ron Banner and
                  Yevgeny Yermolin and
                  Alex Karbachevsky and
                  Alex M. Bronstein and
                  Avi Mendelson},
  title        = {Feature Map Transform Coding for Energy-Efficient {CNN} Inference},
  booktitle    = {{IJCNN}},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ijcnn/FerrettiBRCP20,
  author       = {Jacopo Ferretti and
                  Pietro Barbiero and
                  Vincenzo Randazzo and
                  Giansalvo Cirrincione and
                  Eros Pasero},
  title        = {Towards Uncovering Feature Extraction From Temporal Signals in Deep
                  {CNN:} the {ECG} Case Study},
  booktitle    = {{IJCNN}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/ijcnn/JaiswalKN20,
  author       = {Aman Jaiswal and
                  Suraj Kumar and
                  Aditya Nigam},
  title        = {En-VStegNET: Video Steganography using spatio-temporal feature enhancement
                  with 3D-CNN and Hourglass},
  booktitle    = {{IJCNN}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/intap/YayilganARHA20,
  author       = {Sule Yildirim Yayilgan and
                  Blend Arifaj and
                  Masoomeh Rahimpour and
                  Jon Yngve Hardeberg and
                  Lule Ahmedi},
  title        = {Pre-trained {CNN} Based Deep Features with Hand-Crafted Features and
                  Patient Data for Skin Lesion Classification},
  booktitle    = {{INTAP}},
  series       = {Communications in Computer and Information Science},
  volume       = {1382},
  pages        = {151--162},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/intellisys/ManogaranWN20,
  author       = {Ugenteraan Manogaran and
                  Ya{-}Ping Wong and
                  Boon{-}Yian Ng},
  title        = {CapsNet vs {CNN:} Analysis of the Effects of Varying Feature Spatial
                  Arrangement},
  booktitle    = {IntelliSys {(2)}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1251},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/ipta/FuadMGBBZ20,
  author       = {Kazi Ahmed Asif Fuad and
                  Pierre{-}Etienne Martin and
                  Romain Giot and
                  Romain Bourqui and
                  Jenny Benois{-}Pineau and
                  Akka Zemmari},
  title        = {Features Understanding in 3D CNNs for Actions Recognition in Video},
  booktitle    = {{IPTA}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/iscas/KishorePKKK20,
  author       = {P. V. V. Kishore and
                  Darshika G. Perera and
                  Maddala Teja Kiran Kumar and
                  Dande Anil Kumar and
                  Kiran Kumar Eepuri},
  title        = {A Quad Joint Relational Feature for 3D Skeletal Action Recognition
                  with Circular CNNs},
  booktitle    = {{ISCAS}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/isda/PeixotoPCWG20,
  author       = {J{\'{u}}lia Schubert Peixoto and
                  Miguel Pfitscher and
                  Marco Ant{\^{o}}nio De Souza Leite Cuadros and
                  Daniel Welfer and
                  Daniel Fernando Tello Gamarra},
  title        = {Comparison of Different Processing Methods of Joint Coordinates Features
                  for Gesture Recognition with a {CNN} in the {MSRC-12} Database},
  booktitle    = {{ISDA}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1351},
  pages        = {590--599},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/iwbf/AlmowalladS20,
  author       = {Abeer Almowallad and
                  Victor Sanchez},
  title        = {Human Emotion Distribution Learning from Face Images using {CNN} and
                  {LBC} Features},
  booktitle    = {{IWBF}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/micad/SunKTWLSPAAW20,
  author       = {Yue Sun and
                  Deedee Kommers and
                  Tao Tan and
                  Wenjin Wang and
                  Xi Long and
                  Caifeng Shan and
                  Carola van Pul and
                  Ronald M. Aarts and
                  Peter Andriessen and
                  Peter H. N. de With},
  title        = {Automated discomfort detection for premature infants in {NICU} using
                  time-frequency feature-images and CNNs},
  booktitle    = {Medical Imaging: Computer-Aided Diagnosis},
  series       = {{SPIE} Proceedings},
  volume       = {11314},
  publisher    = {{SPIE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/miccai/GrazianiLMDA20a,
  author       = {Mara Graziani and
                  Thomas Lompech and
                  Henning M{\"{u}}ller and
                  Adrien Depeursinge and
                  Vincent Andrearczyk},
  title        = {Interpretable {CNN} Pruning for Preserving Scale-Covariant Features
                  in Medical Imaging},
  booktitle    = {iMIMIC/MIL3ID/LABELS@MICCAI},
  series       = {Lecture Notes in Computer Science},
  volume       = {12446},
  pages        = {23--32},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/miccai/QinZGHYWZ20,
  author       = {Yulei Qin and
                  Hao Zheng and
                  Yun Gu and
                  Xiaolin Huang and
                  Jie Yang and
                  Lihui Wang and
                  Yue{-}Min Zhu},
  title        = {Learning Bronchiole-Sensitive Airway Segmentation CNNs by Feature
                  Recalibration and Attention Distillation},
  booktitle    = {{MICCAI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12261},
  pages        = {221--231},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/miccai/SongYZTLCQ20,
  author       = {Youyi Song and
                  Zhen Yu and
                  Teng Zhou and
                  Jeremy Yuen{-}Chun Teoh and
                  Baiying Lei and
                  Kup{-}Sze Choi and
                  Jing Qin},
  title        = {Learning 3D Features with 2D CNNs via Surface Projection for {CT}
                  Volume Segmentation},
  booktitle    = {{MICCAI} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12264},
  pages        = {176--186},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/mir/VaccaroBUB20,
  author       = {Federico Vaccaro and
                  Marco Bertini and
                  Tiberio Uricchio and
                  Alberto Del Bimbo},
  title        = {Image Retrieval using Multi-scale {CNN} Features Pooling},
  booktitle    = {{ICMR}},
  pages        = {311--315},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/mlcad/FranciscoLJCKSD20,
  author       = {Luis Francisco and
                  Tanmay Lagare and
                  Arpit Jain and
                  Somal Chaudhary and
                  Madhura Kulkarni and
                  Divya Sardana and
                  W. Rhett Davis and
                  Paul D. Franzon},
  title        = {Design Rule Checking with a {CNN} Based Feature Extractor},
  booktitle    = {{MLCAD}},
  pages        = {9--14},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/rtip2r/SalveSY20,
  author       = {Pradip Salve and
                  Milind Sardesai and
                  Pravin L. Yannawar},
  title        = {Combining Multiple Classifiers Using Hybrid Votes Technique with Leaf
                  Vein Angle, {CNN} and Gabor Features for Plant Recognition},
  booktitle    = {{RTIP2R} {(2)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1381},
  pages        = {313--331},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/sai/SalmanSK20,
  author       = {Ammar S. Salman and
                  Odai S. Salman and
                  Garrett E. Katz},
  title        = {Extending {CNN} Classification Capabilities Using a Novel Feature
                  to Image Transformation {(FIT)} Algorithm},
  booktitle    = {{SAI} {(2)}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1229},
  pages        = {198--213},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/sigmod/NakandalaK20,
  author       = {Supun Nakandala and
                  Arun Kumar},
  title        = {Vista: Optimized System for Declarative Feature Transfer from Deep
                  CNNs at Scale},
  booktitle    = {{SIGMOD} Conference},
  pages        = {1685--1700},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/smds/HaoCD20,
  author       = {Yifan Hao and
                  Huiping Cao and
                  Erick Draayer},
  title        = {{CNN} Approaches to Classify Multivariate Time Series Using Class-specific
                  Features},
  booktitle    = {{SMDS}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/somet/Luna-GonzalezRN20,
  author       = {Jose Alvaro Luna{-}Gonzalez and
                  Daniel Robles{-}Camarillo and
                  Mariko Nakano{-}Miyatake and
                  Humberto Lanz{-}Mendoza and
                  H{\'{e}}ctor Manuel P{\'{e}}rez Meana},
  title        = {A CNN-Based Mosquito Classification Using Image Transformation of
                  Wingbeat Features},
  booktitle    = {SoMeT},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {327},
  pages        = {127--137},
  publisher    = {{IOS} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/tencon/OdagawaOKYMTRKT20,
  author       = {Masayuki Odagawa and
                  Takumi Okamoto and
                  Tetsushi Koide and
                  Shigeto Yoshida and
                  Hiroshi Mieno and
                  Toru Tamaki and
                  Bisser Raytchev and
                  Kazufumi Kaneda and
                  Shinji Tanaka},
  title        = {Classification Method with {CNN} features and {SVM} for Computer-Aided
                  Diagnosis System in Colorectal Magnified {NBI} Endoscopy},
  booktitle    = {{TENCON}},
  pages        = {1095--1100},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/vcbm/TorayevS20,
  author       = {Agajan Torayev and
                  Thomas Schultz},
  title        = {Interactive Classification of Multi-Shell Diffusion {MRI} With Features
                  From a Dual-Branch {CNN} Autoencoder},
  booktitle    = {{VCBM}},
  pages        = {1--11},
  publisher    = {Eurographics Association},
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                  Gangolf Hirtz},
  title        = {A CNN-based Feature Space for Semi-supervised Incremental Learning
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  year         = {2020},
  note         = {Withdrawn.}
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  title        = {Exploring Object-Centric and Scene-Centric {CNN} Features and Their
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  title        = {{CNN} and KPCA-Based Automated Feature Extraction for Real Time Driving
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@article{DBLP:journals/jsjkx/MaoWCXC19,
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  title        = {{\unicode{22522}}{\unicode{20110}}{\unicode{29305}}{\unicode{24449}}{\unicode{32452}}{\unicode{21512}}{\unicode{19982}}CNN{\unicode{30340}}{\unicode{22823}}{\unicode{22365}}{\unicode{32570}}{\unicode{38519}}{\unicode{35782}}{\unicode{21035}}{\unicode{19982}}{\unicode{20998}}{\unicode{31867}}{\unicode{26041}}{\unicode{27861}}
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  title        = {{AUTNT} - {A} component level dataset for text non-text classification
                  and benchmarking with novel script invariant feature descriptors and
                  {D-CNN}},
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}
@article{DBLP:journals/mta/LuLHYH19,
  author       = {Qiang Lu and
                  Yu Liu and
                  Jing Huang and
                  Xiaohui Yuan and
                  Qingxin Hu},
  title        = {License plate detection and recognition using hierarchical feature
                  layers from {CNN}},
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  pages        = {15665--15680},
  year         = {2019}
}
@article{DBLP:journals/mta/MaLXL19,
  author       = {Yanchun Ma and
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                  Qing Xie and
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  title        = {CNN-feature based automatic image annotation method},
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}
@article{DBLP:journals/mta/MahmoudiAR19,
  author       = {Nima Mahmoudi and
                  Seyed Mohammad Ahadi and
                  Mohammad Rahmati},
  title        = {Multi-target tracking using CNN-based features: {CNNMTT}},
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}
@article{DBLP:journals/mva/XuLXHZZ19,
  author       = {Yuanping Xu and
                  Li Lu and
                  Zhijie Xu and
                  Jia He and
                  Jiliu Zhou and
                  Chaolong Zhang},
  title        = {Dual-channel {CNN} for efficient abnormal behavior identification
                  through crowd feature engineering},
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  year         = {2019}
}
@article{DBLP:journals/npl/HuLX19,
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                  Zhongke Liao and
                  Xiang Xiao},
  title        = {Action Recognition Using Multiple Pooling Strategies of {CNN} Features},
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  number       = {1},
  pages        = {379--396},
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@article{DBLP:journals/pami/HeWST19,
  author       = {Ran He and
                  Xiang Wu and
                  Zhenan Sun and
                  Tieniu Tan},
  title        = {Wasserstein {CNN:} Learning Invariant Features for {NIR-VIS} Face
                  Recognition},
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  pages        = {1761--1773},
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}
@article{DBLP:journals/prl/BasnetIHRH19,
  author       = {Ramesh Basnet and
                  Mohammad Tariqul Islam and
                  Tamanna Howlader and
                  S. M. Mahbubur Rahman and
                  Dimitrios Hatzinakos},
  title        = {Estimation of affective dimensions using CNN-based features of audiovisual
                  data},
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  volume       = {128},
  pages        = {290--297},
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}
@article{DBLP:journals/prl/ThaparJNA19,
  author       = {Daksh Thapar and
                  Gaurav Jaswal and
                  Aditya Nigam and
                  Chetan Arora},
  title        = {Gait metric learning siamese network exploiting dual of spatio-temporal
                  3D-CNN intra and {LSTM} based inter gait-cycle-segment features},
  journal      = {Pattern Recognit. Lett.},
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}
@article{DBLP:journals/sensors/FengWWZ19,
  author       = {Fan Feng and
                  Shuangting Wang and
                  Chunyang Wang and
                  Jin Zhang},
  title        = {Learning Deep Hierarchical Spatial-Spectral Features for Hyperspectral
                  Image Classification Based on Residual 3D-2D {CNN}},
  journal      = {Sensors},
  volume       = {19},
  number       = {23},
  pages        = {5276},
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}
@article{DBLP:journals/staeors/DuLXSB19,
  author       = {Peijun Du and
                  Erzhu Li and
                  Junshi Xia and
                  Alim Samat and
                  Xuyu Bai},
  title        = {Feature and Model Level Fusion of Pretrained {CNN} for Remote Sensing
                  Scene Classification},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
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  pages        = {2600--2611},
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@article{DBLP:journals/staeors/FengCLCZJY19,
  author       = {Jie Feng and
                  Jiantong Chen and
                  Liguo Liu and
                  Xianghai Cao and
                  Xiangrong Zhang and
                  Licheng Jiao and
                  Tao Yu},
  title        = {CNN-Based Multilayer Spatial-Spectral Feature Fusion and Sample Augmentation
                  With Local and Nonlocal Constraints for Hyperspectral Image Classification},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {12},
  number       = {4},
  pages        = {1299--1313},
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}
@article{DBLP:journals/staeors/YuZSWLHC19,
  author       = {Chunyan Yu and
                  Meng Zhao and
                  Meiping Song and
                  Yulei Wang and
                  Fang Li and
                  Rui Han and
                  Chein{-}I Chang},
  title        = {Hyperspectral Image Classification Method Based on {CNN} Architecture
                  Embedding With Hashing Semantic Feature},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {12},
  number       = {6},
  pages        = {1866--1881},
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}
@article{DBLP:journals/symmetry/AlshazlyLBM19,
  author       = {Hammam A. Alshazly and
                  Christoph Linse and
                  Erhardt Barth and
                  Thomas Martinetz},
  title        = {Handcrafted versus {CNN} Features for Ear Recognition},
  journal      = {Symmetry},
  volume       = {11},
  number       = {12},
  pages        = {1493},
  year         = {2019}
}
@article{DBLP:journals/tcyb/LiZCYZ19,
  author       = {Xiaoqiang Li and
                  Yin Zhang and
                  Qing Cui and
                  Xiaoming Yi and
                  Yi Zhang},
  title        = {Tooth-Marked Tongue Recognition Using Multiple Instance Learning and
                  {CNN} Features},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {49},
  number       = {2},
  pages        = {380--387},
  year         = {2019}
}
@article{DBLP:journals/tgrs/AiTLJT19,
  author       = {Jiaqiu Ai and
                  Ruitian Tian and
                  Qiwu Luo and
                  Jing Jin and
                  Bo Tang},
  title        = {Multi-Scale Rotation-Invariant Haar-Like Feature Integrated CNN-Based
                  Ship Detection Algorithm of Multiple-Target Environment in {SAR} Imagery},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {57},
  number       = {12},
  pages        = {10070--10087},
  year         = {2019}
}
@article{DBLP:journals/tgrs/GuoZ19a,
  author       = {Alan J. X. Guo and
                  Fei Zhu},
  title        = {A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral Imagery
                  Classification},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {57},
  number       = {9},
  pages        = {7170--7181},
  year         = {2019}
}
@article{DBLP:journals/tgrs/YangHRHJ19,
  author       = {Chen Yang and
                  Biao Hou and
                  Bo Ren and
                  Yue Hu and
                  Licheng Jiao},
  title        = {CNN-Based Polarimetric Decomposition Feature Selection for PolSAR
                  Image Classification},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {57},
  number       = {11},
  pages        = {8796--8812},
  year         = {2019}
}
@article{DBLP:journals/tip/HanLLVLZHC19,
  author       = {Zhizhong Han and
                  Honglei Lu and
                  Zhenbao Liu and
                  Chi{-}Man Vong and
                  Yu{-}Shen Liu and
                  Matthias Zwicker and
                  Junwei Han and
                  C. L. Philip Chen},
  title        = {3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning
                  by {CNN} With Hierarchical Attention Aggregation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {8},
  pages        = {3986--3999},
  year         = {2019}
}
@article{DBLP:journals/tip/HusainB19,
  author       = {Syed Sameed Husain and
                  Miroslaw Bober},
  title        = {{REMAP:} Multi-Layer Entropy-Guided Pooling of Dense {CNN} Features
                  for Image Retrieval},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {10},
  pages        = {5201--5213},
  year         = {2019}
}
@article{DBLP:journals/tip/ZengWMLPC19,
  author       = {Kai Zeng and
                  Yaonan Wang and
                  Jianxu Mao and
                  Junyang Liu and
                  Weixing Peng and
                  Nankai Chen},
  title        = {A Local Metric for Defocus Blur Detection Based on {CNN} Feature Learning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {5},
  pages        = {2107--2115},
  year         = {2019}
}
@article{DBLP:journals/tmm/ChoK19,
  author       = {Sung In Cho and
                  Suk{-}Ju Kang},
  title        = {Gradient Prior-Aided {CNN} Denoiser With Separable Convolution-Based
                  Optimization of Feature Dimension},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {21},
  number       = {2},
  pages        = {484--493},
  year         = {2019}
}
@article{DBLP:journals/vlsisp/WangZY19,
  author       = {Qiangyu Wang and
                  Guoying Zhang and
                  Shu Yu},
  title        = {2D Hand Detection Using Multi-Feature Skin Model Supervised Cascaded
                  {CNN}},
  journal      = {J. Signal Process. Syst.},
  volume       = {91},
  number       = {10},
  pages        = {1105--1113},
  year         = {2019}
}
@article{DBLP:journals/www/LiuZMHL19,
  author       = {Xueliang Liu and
                  Rongjie Zhang and
                  Zhijun Meng and
                  Richang Hong and
                  Guangcan Liu},
  title        = {On fusing the latent deep {CNN} feature for image classification},
  journal      = {World Wide Web},
  volume       = {22},
  number       = {2},
  pages        = {423--436},
  year         = {2019}
}
@article{DBLP:journals/www/LiuZMHL19a,
  author       = {Xueliang Liu and
                  Rongjie Zhang and
                  Zhijun Meng and
                  Richang Hong and
                  Guangcan Liu},
  title        = {Correction to: On fusing the latent deep {CNN} feature for image classification},
  journal      = {World Wide Web},
  volume       = {22},
  number       = {4},
  pages        = {1887},
  year         = {2019}
}
@inproceedings{DBLP:conf/ACISicis/IwahoriTIFUB19,
  author       = {Yuji Iwahori and
                  Yuya Tsukada and
                  Takashi Iwamoto and
                  Kenji Funahashi and
                  Jun Ueda and
                  Manas Kamal Bhuyan},
  title        = {Classification of Cell Nuclei Using {CNN} Features},
  booktitle    = {{ICIS} (best papers)},
  series       = {Studies in Computational Intelligence},
  volume       = {849},
  pages        = {195--208},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/appis/DemajoGA19,
  author       = {Lara Marie Demajo and
                  Kristian Guillaumier and
                  George Azzopardi},
  title        = {Age group recognition from face images using a fusion of {CNN-} and
                  COSFIRE-based features},
  booktitle    = {{APPIS}},
  pages        = {12:1--12:6},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/appt/Xie019,
  author       = {Jiaming Xie and
                  Yun Liang},
  title        = {{SPART:} Optimizing CNNs by Utilizing Both Sparsity of Weights and
                  Feature Maps},
  booktitle    = {{APPT}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11719},
  pages        = {71--85},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/apsipa/YiCG19,
  author       = {Yang Yi and
                  Kuan{-}Yu Chen and
                  Hung{-}Yan Gu},
  title        = {Mixture of {CNN} Experts from Multiple Acoustic Feature Domain for
                  Music Genre Classification},
  booktitle    = {{APSIPA}},
  pages        = {1250--1255},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/aspdac/SnigdhaAMMHS19,
  author       = {Farhana Sharmin Snigdha and
                  Ibrahim Ahmed and
                  Susmita Dey Manasi and
                  Meghna G. Mankalale and
                  Jiang Hu and
                  Sachin S. Sapatnekar},
  title        = {SeFAct: selective feature activation and early classification for
                  CNNs},
  booktitle    = {{ASP-DAC}},
  pages        = {487--492},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/avss/LiuJS019,
  author       = {Yu Liu and
                  Xinghao Jiang and
                  Tanfeng Sun and
                  Ke Xu},
  title        = {3D Gait Recognition Based on a {CNN-LSTM} Network with the Fusion
                  of SkeGEI and {DA} Features},
  booktitle    = {{AVSS}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/bibe/GamageWP19,
  author       = {Chathurika Gamage and
                  Isuru Wijesinghe and
                  Indika Perera},
  title        = {Automatic Scoring of Diabetic Foot Ulcers through Deep {CNN} Based
                  Feature Extraction with Low Rank Matrix Factorization},
  booktitle    = {{BIBE}},
  pages        = {352--356},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/bibe/WijesingheGC19,
  author       = {Isuru Wijesinghe and
                  Chathurika Gamage and
                  Charith Chitraranjan},
  title        = {Deep Supervised Hashing through Ensemble {CNN} Feature Extraction
                  and Low-Rank Matrix Factorization for Retinal Image Retrieval of Diabetic
                  Retinopathy},
  booktitle    = {{BIBE}},
  pages        = {301--308},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/bmvc/WengK19,
  author       = {Xinshuo Weng and
                  Kris Kitani},
  title        = {Learning Spatio-Temporal Features with Two-Stream Deep 3D CNNs for
                  Lipreading},
  booktitle    = {{BMVC}},
  pages        = {269},
  publisher    = {{BMVA} Press},
  year         = {2019}
}
@inproceedings{DBLP:conf/cbmi/BakkouriABC19,
  author       = {Ibtissam Bakkouri and
                  Karim Afdel and
                  Jenny Benois{-}Pineau and
                  Gwenaelle Catheline},
  title        = {Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale
                  {CNN} Features and a Gated Recurrent Fusion Unit},
  booktitle    = {{CBMI}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cbmi/OzaydinGL19,
  author       = {Umut {\"{O}}zaydin and
                  Theodoros Georgiou and
                  Michael S. Lew},
  title        = {A Comparison of {CNN} and Classic Features for Image Retrieval},
  booktitle    = {{CBMI}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/ccia/Gimenez-AbalosV19,
  author       = {Victor Gimenez{-}Abalos and
                  Armand Vilalta and
                  Dario Garcia{-}Gasulla and
                  Jes{\'{u}}s Labarta and
                  Eduard Ayguad{\'{e}}},
  title        = {Feature Discriminativity Estimation in CNNs for Transfer Learning},
  booktitle    = {{CCIA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {319},
  pages        = {64--73},
  publisher    = {{IOS} Press},
  year         = {2019}
}
@inproceedings{DBLP:conf/ciarp/SalazarPCM19,
  author       = {Isail Salazar and
                  Said Pertuz and
                  William Contreras and
                  Fabio Mart{\'{\i}}nez},
  title        = {Parkinsonian Ocular Fixation Patterns from Magnified Videos and {CNN}
                  Features},
  booktitle    = {{CIARP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11896},
  pages        = {740--750},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/cikm/WangLLW19,
  author       = {Jingyi Wang and
                  Qiang Liu and
                  Zhaocheng Liu and
                  Shu Wu},
  title        = {Towards Accurate and Interpretable Sequential Prediction: {A} {CNN}
                  {\&} Attention-Based Feature Extractor},
  booktitle    = {{CIKM}},
  pages        = {1703--1712},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/codit/RidhaBMTA19,
  author       = {Ilyas Bendjillali Ridha and
                  Mohammed Beladgham and
                  Khaled Merit and
                  Ahmed Abdelmalik Taleb and
                  Ihsen Alouani},
  title        = {Facial Expression Recognition Based on {DWT} Feature for Deep {CNN}},
  booktitle    = {CoDIT},
  pages        = {344--348},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/csae/ChenWWY19,
  author       = {Xi Chen and
                  Yonghui Wang and
                  Lianming Wang and
                  Jieqiong Yu},
  title        = {Speaker Recognition Method Based on Statistical Features of Spectrograms
                  and {CNN}},
  booktitle    = {{CSAE}},
  pages        = {85:1--85:6},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvc/SimanjuntakA19,
  author       = {Frans J. Simanjuntak and
                  George Azzopardi},
  title        = {Fusion of {CNN-} and COSFIRE-Based Features with Application to Gender
                  Recognition from Face Images},
  booktitle    = {{CVC} {(1)}},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {943},
  pages        = {444--458},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/0001I19,
  author       = {Sukhan Lee and
                  Naeem Ul Islam},
  title        = {Interpretation of Deep {CNN} Recognition with Filter Space Clustering
                  in Feature Extraction and Reconstruction},
  booktitle    = {{CVPR} Workshops},
  pages        = {32--35},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/DusmanuRPPSTS19,
  author       = {Mihai Dusmanu and
                  Ignacio Rocco and
                  Tom{\'{a}}s Pajdla and
                  Marc Pollefeys and
                  Josef Sivic and
                  Akihiko Torii and
                  Torsten Sattler},
  title        = {D2-Net: {A} Trainable {CNN} for Joint Description and Detection of
                  Local Features},
  booktitle    = {{CVPR}},
  pages        = {8092--8101},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/Gao0ZLY19,
  author       = {Yuan Gao and
                  Jiayi Ma and
                  Mingbo Zhao and
                  Wei Liu and
                  Alan L. Yuille},
  title        = {{NDDR-CNN:} Layerwise Feature Fusing in Multi-Task CNNs by Neural
                  Discriminative Dimensionality Reduction},
  booktitle    = {{CVPR}},
  pages        = {3205--3214},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/GhadaiLBSK19,
  author       = {Sambit Ghadai and
                  Xian Yeow Lee and
                  Aditya Balu and
                  Soumik Sarkar and
                  Adarsh Krishnamurthy},
  title        = {Multi-Level 3D {CNN} for Learning Multi-Scale Spatial Features},
  booktitle    = {{CVPR} Workshops},
  pages        = {1152--1156},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/VR19,
  author       = {Kranthi Kiran G. V. and
                  G. Meghana Reddy},
  title        = {Automatic Classification of Whole Slide Pap Smear Images Using {CNN}
                  With {PCA} Based Feature Interpretation},
  booktitle    = {{CVPR} Workshops},
  pages        = {1074--1079},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/ecdp/GuptaB19,
  author       = {Vibha Gupta and
                  Arnav Bhavsar},
  title        = {An Integrated Multi-scale Model for Breast Cancer Histopathological
                  Image Classification Using CNN-Pooling and Color-Texture Features},
  booktitle    = {{ECDP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11435},
  pages        = {172--180},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/embc/priyankaK19,
  author       = {Ahana Priyanka and
                  Ganesan Kavitha},
  title        = {Study of Tissue Variation and Analysis of {MR} Brain Images using
                  Optimized Multilevel Threshold and Deep {CNN} Features in Neurodegenerative
                  Disorders},
  booktitle    = {{EMBC}},
  pages        = {2773--2776},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/eusipco/AkodadVBCGB19,
  author       = {Sara Akodad and
                  Sol{\`{e}}ne Vilfroy and
                  Lionel Bombrun and
                  Charles C. Cavalcante and
                  Christian Germain and
                  Yannick Berthoumieu},
  title        = {An ensemble learning approach for the classification of remote sensing
                  scenes based on covariance pooling of {CNN} features},
  booktitle    = {{EUSIPCO}},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/fusion/JabasonAS19,
  author       = {Emimal Jabason and
                  M. Omair Ahmad and
                  M. N. S. Swamy},
  title        = {Hybrid Feature Fusion Using {RNN} and Pre-trained {CNN} for Classification
                  of Alzheimer's Disease (Poster)},
  booktitle    = {{FUSION}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/gcce/IwashimaWY19,
  author       = {Yu Iwashima and
                  Ji Wang and
                  Yoshiyuki Yashima},
  title        = {Full Reference Image Quality Assessment by {CNN} Feature Maps and
                  Visual Saliency},
  booktitle    = {{GCCE}},
  pages        = {203--207},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/gis/LiGSXMXHZ0C19,
  author       = {Site Li and
                  Yang Gu and
                  Zhichao Song and
                  Tengfei Xing and
                  Yiping Meng and
                  Pengfei Xu and
                  Runbo Hu and
                  Tiancheng Zhang and
                  Ge Yu and
                  Hua Chai},
  title        = {Small Traffic Sign Detection Through Selective Feature Fusion Based
                  Faster {R-CNN} With Arc-Softmax Loss},
  booktitle    = {IWCTS@SIGSPATIAL},
  pages        = {4:1--4:9},
  publisher    = {{ACM}},
  year         = {2019}
}
@inproceedings{DBLP:conf/hci/SuzukiYTHN19,
  author       = {Hidemichi Suzuki and
                  Atsuhiro Yamada and
                  Kensuke Tobitani and
                  Sho Hashimoto and
                  Noriko Nagata},
  title        = {An Automatic Modeling Method of Kansei Evaluation from Product Data
                  Using a {CNN} Model Expressing the Relationship Between Impressions
                  and Physical Features},
  booktitle    = {{HCI} {(33)}},
  series       = {Communications in Computer and Information Science},
  volume       = {1032},
  pages        = {86--94},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/icaiic/LeeKS19,
  author       = {Jung Ho Lee and
                  Kwang{-}Yul Kim and
                  Yoan Shin},
  title        = {Feature Image-Based Automatic Modulation Classification Method Using
                  {CNN} Algorithm},
  booktitle    = {{ICAIIC}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icaisc/TrelinskiK19,
  author       = {Jacek Trelinski and
                  Bogdan Kwolek},
  title        = {Ensemble of Classifiers Using {CNN} and Hand-Crafted Features for
                  Depth-Based Action Recognition},
  booktitle    = {{ICAISC} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11509},
  pages        = {91--103},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/icait/ShiPW19,
  author       = {Hui Shi and
                  Zhenwei Peng and
                  Honglin Wan},
  title        = {Pulmonary Nodules Detection Based on {CNN} Multi-scale Feature Fusion},
  booktitle    = {{ICAIT}},
  pages        = {86--90},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icassp/AbesserM19,
  author       = {Jakob Abe{\ss}er and
                  Meinard M{\"{u}}ller},
  title        = {Fundamental Frequency Contour Classification: {A} Comparison between
                  Hand-crafted and CNN-based Features},
  booktitle    = {{ICASSP}},
  pages        = {486--490},
  publisher    = {{IEEE}},
  year         = {2019}
}