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ORCIDJinchang 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
- 2023
[j160]Jujian Lv, Hao Yuan Chen, Jia Wen Li
, Kai Han Lin, Rongjun Chen, Lei Jun Wang, Xianxian Zeng, Jinchang Ren, Hui Min Zhao:
Contour extraction of medical images using an attention-based network. Biomed. Signal Process. Control. 84: 104828 (2023)- [j159]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) - [j158]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) - [j157]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) - [j156]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) - [j155]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) - [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) - [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, Hui Min 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, Jinchang Ren, Dong Yang, Bing Zhang:
Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(8): 1368-1372 (2020) - [j91]Weizhao Chen, Zhijing Yang, Jinchang Ren, Jiang-Zhong Cao, Nian Cai, Huimin Zhao, Peter W. T. Yuen:
MIMN-DPP: Maximum-information and minimum-noise determinantal point processes for unsupervised hyperspectral band selection. Pattern Recognit. 102: 107213 (2020) - [j90]Shunshi Hu, Jianxin Qin, Jinchang Ren, Huimin Zhao, Jie Ren, Haoran Hong:
Automatic Extraction of Water Inundation Areas Using Sentinel-1 Data for Large Plain Areas. Remote. Sens. 12(2): 243 (2020) - [j89]Zhenyu Fang, Jinchang Ren, He Sun, Stephen Marshall, Junwei Han, Huimin Zhao:
SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images. Remote. Sens. 12(19): 3225 (2020) - [j88]Lei Guo, Gang Xie, Xinying Xu, Jinchang Ren:
Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss. Sensors 20(20): 5786 (2020) - [j87]Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia:
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2214-2225 (2020) - [j86]Fulin Luo, Tan Guo, Zhiping Lin, Jinchang Ren, Xiaocheng Zhou:
Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4242-4256 (2020) - [j85]Jinchang Ren, Yijun Yan, Huimin Zhao, Ping Ma, Jaime Zabalza, Zain U. Hussain, Shaoming Luo, Qingyun Dai, Sophia Zhao, Aziz Sheikh, Amir Hussain, Huakang Li:
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19. IEEE J. Biomed. Health Informatics 24(12): 3551-3563 (2020) - [c69]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops 2020: 1806-1822 - [c68]Xiaoquan Li, Kaiqi Wang, John J. Soraghan, Jinchang Ren:
Fusion of Hilbert-Huang Transform and Deep Convolutional Neural Network for Predominant Musical Instruments Recognition. EvoMUSART 2020: 80-89 - [c67]Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Yanqin Liu:
Towards Big Data Analytics and Mining for UK Traffic Accident Analysis, Visualization & Prediction. ICMLC 2020: 225-229 - [c66]Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao:
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery. IGARSS 2020: 76-79 - [e2]Jinchang Ren, Amir Hussain, Huimin Zhao, Kaizhu Huang, Jiangbin Zheng, Jun Cai, Rongjun Chen, Yinyin Xiao:
Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Guangzhou, China, July 13-14, 2019, Proceedings. Lecture Notes in Computer Science 11691, Springer 2020, ISBN 978-3-030-39430-1 [contents] - [i6]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR abs/2005.03412 (2020)
2010 – 2019
- 2019
- [j84]Xinlin Xie, Gang Xie, Xinying Xu, Lei Cui, Jinchang Ren:
Automatic Image Segmentation With Superpixels and Image-Level Labels. IEEE Access 7: 10999-11009 (2019) - [j83]Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Amir Hussain, Xiuxiu Li, Yue Xi, Qiaoyuan Liu:
Big Data Analytics and Mining for Effective Visualization and Trends Forecasting of Crime Data. IEEE Access 7: 106111-106123 (2019) - [j82]Qiaoyuan Liu, Weiwei Liu, Yuru Wang, Jinchang Ren, Qiao Du, Yinghua Lv, Haijiang Sun:
TGMCF: A Tree-Guided Multi-Modality Correlation Filter for Visual Tracking. IEEE Access 7: 166950-166963 (2019) - [j81]Genyun Sun, Hui Huang, Qihao Weng, Aizhu Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen:
Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery. Int. J. Appl. Earth Obs. Geoinformation 78: 53-65 (2019) - [j80]Jinchang Ren, Amir Hussain, Junwei Han, Xiuping Jia:
Cognitive Modelling and Learning for Multimedia Mining and Understanding. Cogn. Comput. 11(6): 761-762 (2019) - [j79]Xiaoming Wang, Xinbo Zhao, Jinchang Ren:
A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading. Complex. 2019: 8641074:1-8641074:12 (2019) - [j78]Xinying Xu, Guiqing Li, Gang Xie, Jinchang Ren, Xinlin Xie:
Weakly Supervised Deep Semantic Segmentation Using CNN and ELM with Semantic Candidate Regions. Complex. 2019: 9180391:1-9180391:12 (2019) - [j77]Chunmei Qing, Jiawei Ruan, Xiangmin Xu, Jinchang Ren, Jaime Zabalza:
Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling. IET Image Process. 13(2): 235-245 (2019) - [j76]Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas, Amir Hussain:
Deep Learning Based Single Image Super-resolution: A Survey. Int. J. Autom. Comput. 16(4): 413-426 (2019) - [j75]Julius Tschannerl, Jinchang Ren, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Zhijing Yang, Zheng Wang, Stephen Marshall:
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm. Inf. Fusion 51: 189-200 (2019) - [j74]Huimin Zhao, Jinchang Ren, Jin Zhan, Yinyin Xiao, Sophia Zhao, Fangyuan Lei, Maher Assaad, Chunying Li:
Compressive sensing based secret signals recovery for effective image