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Jinchang Ren
Person information
- affiliation: Guangdong Polytechnic Normal University, Guangzhou, China
- affiliation (former): Robert Gordon University, Aberdeen, UK
- affiliation (PhD): University of Bradford, UK
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2020 – today
- 2025
- [j175]Hamidreza Farhadi Tolie
, Jinchang Ren
, Rongjun Chen, Huimin Zhao, Eyad Elyan:
Blind sonar image quality assessment via machine learning: Leveraging micro- and macro-scale texture and contour features in the wavelet domain. Eng. Appl. Artif. Intell. 141: 109730 (2025) - [j174]Yinhe Li, Jinchang Ren, Hang Fu, Genyun Sun:
GASSM: Global attention and state space model based end-to-end hyperspectral change detection. J. Frankl. Inst. 362(3): 107424 (2025) - [j173]Zhenyu Fang
, Jinchang Ren
, Jiangbin Zheng
, Rongjun Chen, Huimin Zhao
:
Dual Teacher: Improving the Reliability of Pseudo Labels for Semi-Supervised Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j172]Erlei Zhang
, He Zong
, Xinyu Li
, Mingchen Feng
, Jinchang Ren
:
ICSF: Integrating Inter-Modal and Cross-Modal Learning Framework for Self-Supervised Heterogeneous Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - 2024
- [j171]Hamidreza Farhadi Tolie
, Jinchang Ren
, Eyad Elyan:
DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement. Neurocomputing 584: 127585 (2024) - [j170]Hong Ji
, Zhi Gao
, Jinchang Ren
, Xing-ao Wang
, Tianyi Gao
, Wenbo Sun
, Ping Ma
:
Prompting-to-Distill Semantic Knowledge for Few-Shot Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j169]Zheng Wang
, Haowei Ran, Jinchang Ren, Meijun Sun:
PWDformer: Deformable transformer for long-term series forecasting. Pattern Recognit. 147: 110118 (2024) - [j168]Yinhe Li, Jinchang Ren
, Yijun Yan, Genyun Sun, Ping Ma:
SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection. Remote. Sens. 16(13): 2353 (2024) - [j167]Yanzhi Xu
, Jiangbin Zheng
, Jinchang Ren
, Aiqing Fang
:
Feature Aggregation and Region-Aware Learning for Detection of Splicing Forgery. IEEE Signal Process. Lett. 31: 696-700 (2024) - [j166]Yinhe Li
, Jinchang Ren
, Yijun Yan
, Ping Ma, Maher Assaad
, Zhi Gao
:
ABBD: Accumulated Band-Wise Binary Distancing for Unsupervised Parameter-Free Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 9880-9893 (2024) - [j165]Yongqi Chen, Shou Feng
, Chunhui Zhao
, Nan Su
, Wei Li
, Ran Tao
, Jinchang Ren
:
High-Resolution Remote Sensing Image Change Detection Based on Fourier Feature Interaction and Multiscale Perception. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j164]Lu Lei
, Zhenyu Fang
, Jinchang Ren
, Paolo Gamba
, Jiangbin Zheng
, Huimin Zhao
:
Two-Click-Based Fast Small Object Annotation in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j163]Yue Xi
, Wenjing Jia
, Qiguang Miao
, Junmei Feng, Jinchang Ren
, Heng Luo:
Detection-Driven Exposure-Correction Network for Nighttime Drone-View Object Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j162]Yijun Yan
, Jinchang Ren
, He Sun
, Robert Williams
:
Nondestructive Quantitative Measurement for Precision Quality Control in Additive Manufacturing Using Hyperspectral Imagery and Machine Learning. IEEE Trans. Ind. Informatics 20(8): 9963-9975 (2024) - [c79]Tianyi Gao, Wei Ao, Xing-ao Wang, Yuanhao Zhao, Ping Ma, Mengjie Xie, Hang Fu, Jinchang Ren, Zhi Gao:
Enrich, Distill and Fuse: Generalized Few-Shot Semantic Segmentation in Remote Sensing Leveraging Foundation Model's Assistance. CVPR Workshops 2024: 2771-2780 - [c78]Yinhe Li, Jinchang Ren, Zhi Gao, Genyun Sun:
Sparse Autoencoder Based Hyperspectral Anomaly Detection with the Singular Spectrum Analysis Based Spectral Denoising. IGARSS 2024: 9210-9213 - [e3]Jinchang Ren, Amir Hussain
, Iman Yi Liao, Rongjun Chen, Kaizhu Huang, Huimin Zhao, Xiaoyong Liu, Ping Ma, Thomas Maul:
Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Kuala Lumpur, Malaysia, August 5-6, 2023, Proceedings. Lecture Notes in Computer Science 14374, Springer 2024, ISBN 978-981-97-1416-2 [contents] - [i13]Xiaoquan Li, Stephan Weiss, Yijun Yan, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong:
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment. CoRR abs/2401.02566 (2024) - [i12]Yijun Yan, Jinchang Ren, Barry Harrison, Oliver Lewis, Yinhe Li, Ping Ma:
Non-Destructive Peat Analysis using Hyperspectral Imaging and Machine Learning. CoRR abs/2405.02191 (2024) - [i11]Hang Fu, Genyun Sun, Yinhe Li, Jinchang Ren, Aizhu Zhang, Cheng Jing, Pedram Ghamisi:
HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model. CoRR abs/2406.05700 (2024) - [i10]Rongzihan Song, Zhenyu Weng, Huiping Zhuang, Jinchang Ren, Yongming Chen, Zhiping Lin:
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking. CoRR abs/2409.07904 (2024) - 2023
- [j161]Jujian Lv, Hao Yuan Chen, Jia Wen Li
, Kai Han Lin, Rongjun Chen, Lei Jun Wang, Xianxian Zeng, Jinchang Ren, Huimin Zhao:
Contour extraction of medical images using an attention-based network. Biomed. Signal Process. Control. 84: 104828 (2023) - [j160]Yu Tang
, Jiepeng Yang, Jiajun Zhuang
, Chaojun Hou, Aimin Miao, Jinchang Ren, Huasheng Huang, Zhiping Tan, Jitendra Paliwal:
Early detection of citrus anthracnose caused by Colletotrichum gloeosporioides using hyperspectral imaging. Comput. Electron. Agric. 214: 108348 (2023) - [j159]Kaihan Lin
, Weihong Han, Shudong Li, Zhaoquan Gu, Huimin Zhao, Jinchang Ren, Li Zhu, Jujian Lv:
IR-Capsule: Two-Stream Network for Face Forgery Detection. Cogn. Comput. 15(1): 13-22 (2023) - [j158]Xiaoquan Li, Yijun Yan
, John J. Soraghan, Zheng Wang, Jinchang Ren
:
A Music Cognition-Guided Framework for Multi-pitch Estimation. Cogn. Comput. 15(1): 23-35 (2023) - [j157]Meijun Sun, Pengfei Li, Jinchang Ren, Zheng Wang
:
Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation. Cogn. Comput. 15(1): 348-358 (2023) - [j156]Jing Geng, Xin Zhang, Yijun Yan
, Meijun Sun, Huiyuan Zhang, Maher Assaad
, Jinchang Ren, Xiaoquan Li:
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings. Cogn. Comput. 15(6): 2050-2061 (2023) - [j155]Guoliang Xie, Jinchang Ren
, Stephen Marshall, Huimin Zhao, Rui Li, Rongjun Chen:
Self-attention enhanced deep residual network for spatial image steganalysis. Digit. Signal Process. 139: 104063 (2023) - [j154]Rongjun Chen
, Hongxing Huang
, Yongxing Yu
, Jinchang Ren
, Peixian Wang
, Huimin Zhao
, Xu Lu
:
Rapid Detection of Multi-QR Codes Based on Multistage Stepwise Discrimination and a Compressed MobileNet. IEEE Internet Things J. 10(18): 15966-15979 (2023) - [j153]Yijun Yan
, Jinchang Ren, Qiaoyuan Liu
, Huimin Zhao
, Haijiang Sun
, Jaime Zabalza
:
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j152]Qiaoyuan Liu
, Donglin Xue, Yanhui Tang, Yongxian Zhao, Jinchang Ren, Haijiang Sun:
PSSA: PCA-Domain Superpixelwise Singular Spectral Analysis for Unsupervised Hyperspectral Image Classification. Remote. Sens. 15(4): 890 (2023) - [j151]Xiaoyong Liu, Ziyang Dong, Huihui Li
, Jinchang Ren
, Huimin Zhao, Hao Li, Weiqi Chen
, Zhanhao Xiao:
H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification. Remote. Sens. 15(10): 2497 (2023) - [j150]Guoliang Xie
, Jinchang Ren
, Stephen Marshall
, Huimin Zhao, Rui Li:
A Novel Gradient-guided Post-processing Method for Adaptive Image Steganography. Signal Process. 203: 108813 (2023) - [j149]Hang Fu
, Genyun Sun
, Aizhu Zhang
, Baojie Shao, Jinchang Ren
, Xiuping Jia
:
Tensor Singular Spectrum Analysis for 3-D Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j148]Yinhe Li, Jinchang Ren
, Yijun Yan
, Qiaoyuan Liu
, Ping Ma, Andrei Petrovski, Haijiang Sun
:
CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j147]Fulin Luo
, Tianyuan Zhou
, Jiamin Liu
, Tan Guo
, Xiuwen Gong
, Jinchang Ren
:
Multiscale Diff-Changed Feature Fusion Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j146]Ping Ma
, Jinchang Ren
, Genyun Sun
, Huimin Zhao
, Xiuping Jia
, Yijun Yan
, Jaime Zabalza
:
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j145]Genyun Sun
, Zhaojie Pan, Aizhu Zhang
, Xiuping Jia
, Jinchang Ren
, Hang Fu
, Kai Yan:
Large Kernel Spectral and Spatial Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c77]Yinhe Li, Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Haijiang Sun:
MLM-LSTM: Multi-layer Memory Learning Framework Based on LSTM for Hyperspectral Change Detection. BICS 2023: 51-61 - [c76]Yijun Yan
, Yinhe Li, Hanhe Lin
, Md. Mostafa Kamal Sarker, Jinchang Ren, John McCall:
Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset. BICS 2023: 113-122 - [c75]Yikun Tian, Hong Yue, Jinchang Ren:
Image Enhancement for UAV Visual SLAM Applications: Analysis and Evaluation. BICS 2023: 211-219 - [c74]Md Junayed Hasan
, Eyad Elyan
, Yijun Yan
, Jinchang Ren
, Md. Mostafa Kamal Sarker
:
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. BICS 2023: 220-228 - [c73]Yuqi Wu, Xiaowen Zhang, Qiaoyuan Liu, Donglin Xue, Haijiang Sun, Jinchang Ren:
HRMOT: Two-Step Association Based Multi-object Tracking in Satellite Videos Enhanced by High-Resolution Feature Fusion. BICS 2023: 251-263 - [c72]Xiaoquan Li, Stephan Weiss, Yijun Yan
, Yinhe Li, Jinchang Ren, John J. Soraghan, Ming Gong:
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment. EUSIPCO 2023: 1-5 - [i9]Md Junayed Hasan, Eyad Elyan, Yijun Yan, Jinchang Ren, Md. Mostafa Kamal Sarker:
Segmentation Framework for Heat Loss Identification in Thermal Images: Empowering Scottish Retrofitting and Thermographic Survey Companies. CoRR abs/2308.03631 (2023) - 2022
- [j144]Siyuan Chen, Jinchang Ren
, Yijun Yan
, Meijun Sun, Fuyuan Hu, Huimin Zhao:
Multi-sourced sensing and support vector machine classification for effective detection of fire hazard in early stage. Comput. Electr. Eng. 101: 108046 (2022) - [j143]Jianyi Ren, Zheng Wang
, Jinchang Ren:
PS-Net: Progressive Selection Network for Salient Object Detection. Cogn. Comput. 14(2): 794-804 (2022) - [j142]Min Li, Zheng Wang
, Jinchang Ren, Meijun Sun:
MVVA-Net: a Video Aesthetic Quality Assessment Network with Cognitive Fusion of Multi-type Feature-Based Strong Generalization. Cogn. Comput. 14(4): 1435-1445 (2022) - [j141]Jia Wen Li
, Rongjun Chen, Shovan Barma, Fei Chen, Sio-Hang Pun, Peng Un Mak, Lei Jun Wang, Xianxian Zeng, Jinchang Ren, Huimin Zhao:
An Approach to Emotion Recognition Using Brain Rhythm Sequencing and Asymmetric Features. Cogn. Comput. 14(6): 2260-2273 (2022) - [j140]Yu Tang
, Jinfei Zhao, Huasheng Huang
, Jiajun Zhuang, Zhiping Tan, Chaojun Hou, Weizhao Chen, Jinchang Ren:
Multiscale voting mechanism for rice leaf disease recognition under natural field conditions. Int. J. Intell. Syst. 37(12): 12169-12191 (2022) - [j139]Jun Xie, Zhao Xudong, Xinying Xu, Xiaoxia Han, Jinchang Ren, Li Xingbing:
DRIN: Deep Recurrent Interaction Network for click-through rate prediction. Inf. Sci. 604: 210-225 (2022) - [j138]Junpeng Tan, Zhijing Yang, Jinchang Ren, Bing Wang, Yongqiang Cheng, Wing-Kuen Ling:
A Novel Robust Low-rank Multi-view Diversity Optimization Model with Adaptive-Weighting Based Manifold Learning. Pattern Recognit. 122: 108298 (2022) - [j137]He Sun
, Lei Zhang, Jinchang Ren, Hua Huang
:
Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images. Pattern Recognit. 130: 108788 (2022) - [j136]Binchao Yang, Xinying Xu, Jinchang Ren, Lan Cheng, Lei Guo, Zhe Zhang:
SAM-Net: Semantic probabilistic and attention mechanisms of dynamic objects for self-supervised depth and camera pose estimation in visual odometry applications. Pattern Recognit. Lett. 153: 126-135 (2022) - [j135]Jinchang Ren, He Sun, Huimin Zhao, Hao Gao
, Calum MacLellan
, Sophia Zhao, Xiaoyu Luo:
Effective extraction of ventricles and myocardium objects from cardiac magnetic resonance images with a multi-task learning U-Net. Pattern Recognit. Lett. 155: 165-170 (2022) - [j134]Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong, Jinchang Ren
, Xiuping Jia
, Yanjuan Yao:
Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification. Remote. Sens. 14(9): 2125 (2022) - [j133]Madjid Hadjal, Encarni Medina-Lopez
, Jinchang Ren
, Alejandro Gallego
, David McKee
:
An Artificial Neural Network Algorithm to Retrieve Chlorophyll a for Northwest European Shelf Seas from Top of Atmosphere Ocean Colour Reflectance. Remote. Sens. 14(14): 3353 (2022) - [j132]Longtao Zhu
, Jinlin Wang, Yi Wang, Yulong Ji, Jinchang Ren
:
DRL-RNP: Deep Reinforcement Learning-Based Optimized RNP Flight Procedure Execution. Sensors 22(17): 6475 (2022) - [j131]Viet Khanh Ha
, Jinchang Ren
, Zheng Wang
, Genyun Sun
, Huimin Zhao
, Stephen Marshall
:
Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4583-4598 (2022) - [j130]He Sun
, Jinchang Ren
, Huimin Zhao
, Genyun Sun
, Wenzhi Liao
, Zhenyu Fang, Jaime Zabalza
:
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection. IEEE Trans. Cybern. 52(1): 215-227 (2022) - [j129]Genyun Sun
, Hang Fu
, Jinchang Ren
, Aizhu Zhang
, Jaime Zabalza
, Xiuping Jia
, Huimin Zhao
:
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image. IEEE Trans. Cybern. 52(7): 6158-6169 (2022) - [j128]Hang Fu
, Genyun Sun
, Jinchang Ren
, Aizhu Zhang
, Xiuping Jia
:
Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j127]Hang Fu
, Aizhu Zhang
, Genyun Sun
, Jinchang Ren, Xiuping Jia
, Zhaojie Pan, Hongzhang Ma:
A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j126]Huasheng Huang
, Yu Tang
, Zhiping Tan, Jiajun Zhuang
, Chaojun Hou, Weizhao Chen, Jinchang Ren
:
Object-Based Attention Mechanism for Color Calibration of UAV Remote Sensing Images in Precision Agriculture. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j125]He Sun
, Jinchang Ren
, Huimin Zhao
, Peter W. T. Yuen, Julius Tschannerl:
Novel Gumbel-Softmax Trick Enabled Concrete Autoencoder With Entropy Constraints for Unsupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j124]Xuming Zhang, Genyun Sun
, Xiuping Jia
, Lixin Wu
, Aizhu Zhang
, Jinchang Ren
, Hang Fu
, Yanjuan Yao:
Spectral-Spatial Self-Attention Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j123]Aizhu Zhang
, Genyun Sun
, Zhaojie Pan, Jinchang Ren
, Xiuping Jia
, Chenglong Zhang, Hang Fu
, Yanjuan Yao:
Bayesian Gravitation-Based Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j122]Chunhui Zhao, Boao Qin, Shou Feng
, Wenxiang Zhu
, Lifu Zhang
, Jinchang Ren
:
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j121]Yijun Yan
, Jinchang Ren
, Huan Zhao
, James F. C. Windmill
, Winifred Ijomah
, Jesper de Wit
, Justus von Freeden
:
Non-Destructive Testing of Composite Fiber Materials With Hyperspectral Imaging - Evaluative Studies in the EU H2020 FibreEUse Project. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j120]Huimin Zhao
, Zhenyu Fang, Jinchang Ren
, Calum MacLellan
, Yong Xia
, Shuo Li
, Meijun Sun
, Kevin Ren:
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images. IEEE J. Biomed. Health Informatics 26(8): 4032-4043 (2022) - [j119]Zhenyu Fang
, Jinchang Ren
, Calum MacLellan
, Huihui Li
, Huimin Zhao
, Amir Hussain, Giancarlo Fortino
:
A Novel Multi-Stage Residual Feature Fusion Network for Detection of COVID-19 in Chest X-Ray Images. IEEE Trans. Mol. Biol. Multi Scale Commun. 8(1): 17-27 (2022) - [c71]Md. Mostafa Kamal Sarker
, Carlos Francisco Moreno-García
, Jinchang Ren
, Eyad Elyan
:
TransSLC: Skin Lesion Classification in Dermatoscopic Images Using Transformers. MIUA 2022: 651-660 - [c70]Hanhe Lin
, Hui Men, Yijun Yan
, Jinchang Ren, Dietmar Saupe:
Crowdsourced Quality Assessment of Enhanced Underwater Images - a Pilot Study. QoMEX 2022: 1-4 - [i8]Yijun Yan, Jinchang Ren, He Sun:
Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging. CoRR abs/2207.12966 (2022) - 2021
- [j118]Guoliang Xie
, Jinchang Ren
, Stephen Marshall
, Huimin Zhao
, Huihui Li
:
A New Cost Function for Spatial Image Steganography Based on 2D-SSA and WMF. IEEE Access 9: 30604-30614 (2021) - [j117]Dina Ahmed Ragab
, Omneya Attallah
, Maha A. Sharkas, Jinchang Ren, Stephen Marshall
:
A framework for breast cancer classification using Multi-DCNNs. Comput. Biol. Medicine 131: 104245 (2021) - [j116]Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo:
Editorial: Special Issue on Recent Advances in Cognitive Learning and Data Analysis. Cogn. Comput. 13(4): 785-786 (2021) - [j115]Wei Jiang, Xiaoyu Wang, Jinchang Ren, Sen Li, Meijun Sun, Zheng Wang
, Jesse S. Jin:
MTFFNet: a Multi-task Feature Fusion Framework for Chinese Painting Classification. Cogn. Comput. 13(5): 1287-1296 (2021) - [j114]Natasha Padfield, Jinchang Ren
, Chunmei Qing, Paul Murray, Huimin Zhao, Jiangbin Zheng:
Multi-segment Majority Voting Decision Fusion for MI EEG Brain-Computer Interfacing. Cogn. Comput. 13(6): 1484-1495 (2021) - [j113]Natasha Padfield, Jinchang Ren, Paul Murray, Huimin Zhao:
Sparse learning of band power features with genetic channel selection for effective classification of EEG signals. Neurocomputing 463: 566-579 (2021) - [j112]Rongjun Chen
, Zhijun Zheng
, Junfeng Pan, Yongxing Yu, Huimin Zhao, Jinchang Ren:
Fast Blind Deblurring of QR Code Images Based on Adaptive Scale Control. Mob. Networks Appl. 26(6): 2472-2487 (2021) - [j111]Zhenyu Fang
, Jinchang Ren
, Stephen Marshall, Huimin Zhao, Song Wang
, Xuelong Li:
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection. Pattern Recognit. 109: 107608 (2021) - [j110]Qiaoyuan Liu, Jinchang Ren, Yuru Wang, Yuanbo Wu, Haijiang Sun, Huimin Zhao:
EACOFT: An energy-aware correlation filter for visual tracking. Pattern Recognit. 112: 107766 (2021) - [j109]Jiaxing Wang, Mingqiang Yang, Zhongjun Ding, Qinghe Zheng
, Deqiang Wang, Kidiyo Kpalma
, Jinchang Ren
:
Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform. Sensors 21(20): 6720 (2021) - [j108]Yanmei Chai, Jinchang Ren
, Byongjun Hwang, Jian Wang, Dan Fan, Yijun Yan
, Shiwei Zhu:
Texture-Sensitive Superpixeling and Adaptive Thresholding for Effective Segmentation of Sea Ice Floes in High-Resolution Optical Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 577-586 (2021) - [j107]Ping Ma
, Jinchang Ren
, Huimin Zhao
, Genyun Sun
, Paul Murray
, Jiangbin Zheng:
Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial-Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1233-1245 (2021) - [j106]Yue Xi
, Wenjing Jia
, Jiangbin Zheng
, Xiaochen Fan, Yefan Xie, Jinchang Ren
, Xiangjian He
:
DRL-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1705-1716 (2021) - [j105]Haijiang Sun, Qiaoyuan Liu, Jiacheng Wang, Jinchang Ren
, Yanfeng Wu, Huimin Zhao
, Huakang Li:
Fusion of Infrared and Visible Images for Remote Detection of Low-Altitude Slow-Speed Small Targets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2971-2983 (2021) - [j104]Samson Damilola Fabiyi
, Paul Murray
, Jaime Zabalza
, Jinchang Ren
:
Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12312-12331 (2021) - [j103]Suha Tuna
, Behçet Ugur Töreyin
, Metin Demiralp, Jinchang Ren
, Huimin Zhao, Stephen Marshall
:
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59(11): 9569-9584 (2021) - [j102]Yijun Yan
, Jinchang Ren
, Julius Tschannerl
, Huimin Zhao
, Barry Harrison
, Frances Jack
:
Nondestructive Phenolic Compounds Measurement and Origin Discrimination of Peated Barley Malt Using Near-Infrared Hyperspectral Imagery and Machine Learning. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [i7]Yijun Yan, Jinchang Ren, Huan Zhao, James F. C. Windmill, Winifred Ijomah, Jesper de Wit, Justus von Freeden:
Nondestructive Testing of Composite Fibre Materials with Hyperspectral Imaging : Evaluative Studies in the EU H2020 FibreEUse Project. CoRR abs/2111.03443 (2021) - 2020
- [j101]Samson Damilola Fabiyi
, Hai Vu
, Christos Tachtatzis
, Paul Murray
, David Harle
, Trung-Kien Dao
, Ivan Andonovic
, Jinchang Ren
, Stephen Marshall
:
Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images. IEEE Access 8: 22493-22505 (2020) - [j100]Lei Guo
, Gang Xie
, Xinying Xu
, Jinchang Ren
:
Exemplar-Supported Representation for Effective Class-Incremental Learning. IEEE Access 8: 51276-51284 (2020) - [j99]Buyi Zhang, Chunmei Qing
, Xiangmin Xu, Jinchang Ren
:
Spatial Residual Blocks Combined Parallel Network for Hyperspectral Image Classification. IEEE Access 8: 74513-74524 (2020) - [j98]Genyun Sun, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu Zhang, Yanjuan Yao, Huimin Zhao:
Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images. Int. J. Appl. Earth Obs. Geoinformation 91: 102157 (2020) - [j97]Yijun Yan
, Yiguang Liu, Mingqiang Yang, Huimin Zhao, Yanmei Chai, Jinchang Ren:
Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications. IET Comput. Vis. 14(7): 471-479 (2020) - [j96]Zhenyu Fang
, Jinchang Ren
, Stephen Marshall
, Huimin Zhao, Zheng Wang, Kaizhu Huang
, Bing Xiao:
Triple loss for hard face detection. Neurocomputing 398: 20-30 (2020) - [j95]Xue Zhang, Zheng Wang, Qinghua Hu, Jinchang Ren, Meijun Sun:
Boundary-aware High-resolution Network with region enhancement for salient object detection. Neurocomputing 418: 91-101 (2020) - [j94]Viet Khanh Ha
, Jinchang Ren, Xinying Xu, Wenzhi Liao, Sophia Zhao, Jie Ren, Gaowei Yan:
Optimized highway deep learning network for fast single image super-resolution reconstruction. J. Real Time Image Process. 17(6): 1961-1970 (2020) - [j93]Yaole Wen, Fuyuan Hu, Jinchang Ren, Xinru Shang, Linyan Li, Xue-Feng Xi:
Joint multi-task cascade for instance segmentation. J. Real Time Image Process. 17(6): 1983-1989 (2020) - [j92]Lianru Gao
, Daixin Gu, Lina Zhuang
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:
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neu