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ORCIDJinchang Ren
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- affiliation: Guangdong Polytechnic Normal University, Guangzhou, China
- affiliation (former): Robert Gordon University, Aberdeen, UK
- affiliation (PhD): University of Bradford, UK
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Journal Articles
- 2024
[j164]Zheng Wang
, Haowei Ran, Jinchang Ren, Meijun Sun:
PWDformer: Deformable transformer for long-term series forecasting. Pattern Recognit. 147: 110118 (2024)- [j163]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) - [j162]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) - 2023
- [j161]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) - [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) - 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) - 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) - 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) - 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 Steganalysis in secure communications. Multim. Tools Appl. 78(20): 29381-29394 (2019) - [j73]He Sun, Jinchang Ren, Huimin Zhao, Yijun Yan, Jaime Zabalza, Stephen Marshall:
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images. Remote. Sens. 11(5): 536 (2019) - [j72]Xuran Pan, Fan Yang, Lianru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jinchang Ren:
Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms. Remote. Sens. 11(8): 917 (2019) - [j71]Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang Ren, Hui Huang, Xuming Zhang:
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles. Remote. Sens. 11(8): 952 (2019) - [j70]Ximin Cui, Ke Zheng, Lianru Gao, Bing Zhang, Dong Yang, Jinchang Ren:
Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification. Remote. Sens. 11(19): 2220 (2019) - [j69]Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren:
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study. Sensors 19(6): 1354 (2019) - [j68]Natasha Padfield, Jaime Zabalza, Huimin Zhao, Valentin Masero Vargas, Jinchang Ren:
EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges. Sensors 19(6): 1423 (2019) - [j67]Faxian Cao, Zhijing Yang, Jinchang Ren, Weizhao Chen, Guojun Han, Yuzhen Shen:
Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(8): 5580-5594 (2019) - 2018
- [j66]Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan:
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos. Cogn. Comput. 10(1): 94-104 (2018) - [j65]Yue Xi, Jiangbin Zheng, Xiuxiu Li, Xinying Xu, Jinchang Ren, Gang Xie:
SR-POD: Sample rotation based on principal-axis orientation distribution for data augmentation in deep object detection. Cogn. Syst. Res. 52: 144-154 (2018) - [j64]Zheng Wang, Jinchang Ren, Dong Zhang, Meijun Sun, Jianmin Jiang:
A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos. Neurocomputing 287: 68-83 (2018) - [j63]Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren:
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging. J. Frankl. Inst. 355(4): 1733-1751 (2018) - [j62]Genyun Sun, Ping Ma, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
A stability constrained adaptive alpha for gravitational search algorithm. Knowl. Based Syst. 139: 200-213 (2018) - [j61]Huimin Zhao, Qingyun Dai, Jinchang Ren, Wenguo Wei, Yinyin Xiao, Chunying Li:
Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain. Multim. Tools Appl. 77(14): 18827-18847 (2018) - [j60]Cailing Wang, Jinchang Ren, Hongwei Wang, Yinyong Zhang, Jia Wen:
Spectral-spatial classification of hyperspectral data using spectral-domain local binary patterns. Multim. Tools Appl. 77(22): 29889-29903 (2018) - [j59]Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson:
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognit. 77: 316-328 (2018) - [j58]Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan:
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognit. 79: 65-78 (2018) - [j57]Aizhu Zhang, Genyun Sun, Jinchang Ren, Xiaodong Li, Zhenjie Wang, Xiuping Jia:
A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm. IEEE Trans. Cybern. 48(1): 436-447 (2018) - [j56]Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Meijun Sun, Jón Atli Benediktsson:
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56(11): 6263-6279 (2018) - 2017
- [j55]Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Xiuping Jia:
Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping. Int. J. Appl. Earth Obs. Geoinformation 60: 38-48 (2017) - [j54]Qiaoyuan Liu, Yuru Wang, Minghao Yin, Jinchang Ren, Ruizhi Li:
Decontaminate feature for tracking: adaptive tracking via evolutionary feature subset. J. Electronic Imaging 26(6): 063025 (2017) - [j53]Jin Yeu Tsou, Yanfei Gao, Yuanzhi Zhang, Genyun Sun, Jinchang Ren, Yu Li:
Evaluating Urban Land Carrying Capacity Based on the Ecological Sensitivity Analysis: A Case Study in Hangzhou, China. Remote. Sens. 9(6): 529 (2017) - [j52]Genyun Sun, Aizhu Zhang, Jinchang Ren, Jing Sheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia:
Gravitation-Based Edge Detection in Hyperspectral Images. Remote. Sens. 9(6): 592 (2017) - [j51]Genyun Sun, Yanling Hao, Xiaolin Chen, Jinchang Ren, Aizhu Zhang, Binghu Huang, Yuanzhi Zhang, Xiuping Jia:
Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor. Remote. Sens. 9(9): 899 (2017) - [j50]Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Stephen Marshall:
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification. Remote. Sens. 9(12): 1255 (2017) - [j49]Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling:
Linear vs. Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Images. Sensors 17(11): 2603 (2017) - [j48]Siti Salwa Md Noor, Jinchang Ren, Stephen Marshall, Kaleena Michael:
Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries. Sensors 17(11): 2644 (2017) - [j47]Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall:
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis. IEEE Trans. Geosci. Remote. Sens. 55(1): 119-133 (2017) - 2016
- [j46]Huimin Zhao, Jinchang Ren:
Cognitive Computation of Compressed Sensing for Watermark Signal Measurement. Cogn. Comput. 8(2): 246-260 (2016) - [j45]Yan Zhou, Fanzhi Zeng, Huimin Zhao, Paul Murray, Jinchang Ren:
Hierarchical Visual Perception and Two-Dimensional Compressive Sensing for Effective Content-Based Color Image Retrieval. Cogn. Comput. 8(5): 877-889 (2016) - [j44]Jie Ren, Huimin Zhao, Jinchang Ren, Shi Cheng:
Sub-pixel motion estimation using phase correlation: comparisons and evaluations. Int. J. Intell. Comput. Cybern. 9(4): 394-405 (2016) - [j43]Meijun Sun, Dong Zhang, Zheng Wang, Jinchang Ren, Jesse S. Jin:
Monte Carlo Convex Hull Model for classification of traditional Chinese paintings. Neurocomputing 171: 788-797 (2016) - [j42]Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Huimin Zhao, Chunmei Qing, Zhijing Yang, Peijun Du, Stephen Marshall:
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing 185: 1-10 (2016) - [j41]Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren:
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(3): 359-363 (2016) - [j40]Jinchang Ren, Junwei Han, Mauro Dalla Mura:
Special issue on multimodal data fusion for multidimensional signal processing. Multidimens. Syst. Signal Process. 27(4): 801-805 (2016) - [j39]Yijun Yan, Jinchang Ren, Yinsheng Li, James F. C. Windmill, Winifred Ijomah, Kuo-Ming Chao:
Adaptive fusion of color and spatial features for noise-robust retrieval of colored logo and trademark images. Multidimens. Syst. Signal Process. 27(4): 945-968 (2016) - [j38]Jiangbin Zheng, Yanan Liu, Jinchang Ren, Tingge Zhu, Yijun Yan, Heng Yang:
Fusion of block and keypoints based approaches for effective copy-move image forgery detection. Multidimens. Syst. Signal Process. 27(4): 989-1005 (2016) - [j37]Yanmei Chai, Jie Ren, Huimin Zhao, Yang Li, Jinchang Ren, Paul Murray:
Hierarchical and multi-featured fusion for effective gait recognition under variable scenarios. Pattern Anal. Appl. 19(4): 905-917 (2016) - 2015
- [j36]Tong Qiao, Jinchang Ren, Cameron Craigie, Jaime Zabalza, Charlotte Maltin, Stephen Marshall:
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation. Comput. Electron. Agric. 115: 21-25 (2015) - [j35]Yi Zhang, Jinchang Ren, Jianmin Jiang:
Combining MLC and SVM Classifiers for Learning Based Decision Making: Analysis and Evaluations. Comput. Intell. Neurosci. 2015: 423581:1-423581:8 (2015) - [j34]Jiangbin Zheng, Xinxin Zuo, Jinchang Ren, Sen Wang:
Multiple Depth Maps Integration for 3D Reconstruction Using Geodesic Graph Cuts. Int. J. Softw. Eng. Knowl. Eng. 25(3): 473-492 (2015) - [j33]Jaime Zabalza, Jinchang Ren, Zheng Wang, Huimin Zhao, Jun Wang, Stephen Marshall:
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2845-2853 (2015) - [j32]Junwei Han, Dingwen Zhang, Xintao Hu, Lei Guo, Jinchang Ren, Feng Wu:
Background Prior-Based Salient Object Detection via Deep Reconstruction Residual. IEEE Trans. Circuits Syst. Video Technol. 25(8): 1309-1321 (2015) - [j31]Junwei Han, Dingwen Zhang, Gong Cheng, Lei Guo, Jinchang Ren:
Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning. IEEE Trans. Geosci. Remote. Sens. 53(6): 3325-3337 (2015) - [j30]Gong Cheng, Junwei Han, Lei Guo, Zhenbao Liu, Shuhui Bu, Jinchang Ren:
Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53(8): 4238-4249 (2015) - [j29]Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Junwei Han, Huimin Zhao, Shutao Li, Stephen Marshall:
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. 53(8): 4418-4433 (2015) - [j28]Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, Jón Atli Benediktsson:
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels. IEEE Trans. Geosci. Remote. Sens. 53(12): 6663-6674 (2015) - [j27]Jiangbin Zheng, Tingge Zhu, Zhe Li, Weiwei Xing, Jinchang Ren:
Exposing image forgery by detecting traces of feather operation. J. Vis. Lang. Comput. 27: 9-18 (2015) - [j26]Zheng Wang, Gaojun Ren, Meijun Sun, Jinchang Ren, Jesse S. Jin:
Ranking highlight level of movie clips: A template based adaptive kernel SVM method. J. Vis. Lang. Comput. 27: 49-59 (2015) - 2014
- [j25]Jinchang Ren, Theodore Vlachos, Yi Zhang, Jiangbin Zheng, Jianmin Jiang:
Gradient-based subspace phase correlation for fast and effective image alignment. J. Vis. Commun. Image Represent. 25(7): 1558-1565 (2014) - [j24]Jaime Zabalza, Jinchang Ren, Zheng Wang, Stephen Marshall, Jun Wang:
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging. IEEE Geosci. Remote. Sens. Lett. 11(11): 1886-1890 (2014) - [j23]Xuexing Zeng, Jinchang Ren, Meijun Sun, Stephen Marshall, Tariq S. Durrani:
Copulas for statistical signal processing (Part II): Simulation, optimal selection and practical applications. Signal Process. 94: 681-690 (2014) - [j22]Xuexing Zeng, Jinchang Ren, Zheng Wang, Stephen Marshall, Tariq S. Durrani:
Copulas for statistical signal processing (Part I): Extensions and generalization. Signal Process. 94: 691-702 (2014) - [j21]Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng:
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]. IEEE Signal Process. Mag. 31(4): 149-154 (2014) - 2013
- [j20]Timothy Kelman, Jinchang Ren, Stephen Marshall:
Effective classification of Chinese tea samples in hyperspectral imaging. Artif. Intell. Res. 2(4): 87-96 (2013) - 2012
- [j19]Jinchang Ren:
ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging. Knowl. Based Syst. 26: 144-153 (2012) - [j18]Yue Feng, Jinchang Ren, Jianmin Jiang, Martin Halvey, Joemon M. Jose:
Effective venue image retrieval using robust feature extraction and model constrained matching for mobile robot localization. Mach. Vis. Appl. 23(5): 1011-1027 (2012) - 2011
- [j17]Jinchang Ren, Dong Wang, Jianmin Jiang:
Effective recognition of MCCs in mammograms using an improved neural classifier. Eng. Appl. Artif. Intell. 24(4): 638-645 (2011) - [j16]Jawad Hasan Yasin AlKhateeb, Olivier Pauplin, Jinchang Ren, Jianmin Jiang:
Performance of hidden Markov model and dynamic Bayesian network classifiers on handwritten Arabic word recognition. Knowl. Based Syst. 24(5): 680-688 (2011) - [j15]Juan Chen, Jinchang Ren, Jianmin Jiang:
Modelling of content-aware indicators for effective determination of shot boundaries in compressed MPEG videos. Multim. Tools Appl. 54(2): 219-239 (2011) - [j14]Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Husni Al-Muhtaseb:
Offline handwritten Arabic cursive text recognition using Hidden Markov Models and re-ranking. Pattern Recognit. Lett. 32(8): 1081-1088 (2011) - [j13]Yue Feng, Jinchang Ren, Jianmin Jiang:
Object-Based 2D-to-3D Video Conversion for Effective Stereoscopic Content Generation in 3D-TV Applications. IEEE Trans. Broadcast. 57(2): 500-509 (2011) - [j12]Jianmin Jiang, Joachim Köhler, Carmen Mac Williams, Janis Zaletelj, Georg Güntner, Heike Horstmann, Jinchang Ren, Jobst Löffler, Ying Weng:
LIVE: An Integrated Production and Feedback System for Intelligent and Interactive TV Broadcasting. IEEE Trans. Broadcast. 57(3): 646-661 (2011) - 2010
- [j11]Jianmin Jiang, Paul R. Trundle, Jinchang Ren:
Medical image analysis with artificial neural networks. Comput. Medical Imaging Graph. 34(8): 617-631 (2010) - [j10]Jinchang Ren, Jianmin Jiang, Juan Chen, Stanley S. Ipson:
Extracting Objects and Events from MPEG Videos for Highlight-based Indexing and Retrieval. J. Multim. 5(2): 95-103 (2010) - [j9]Jinchang Ren, Jianmin Jiang, Yue Feng:
Activity-driven content adaptation for effective video summarization. J. Vis. Commun. Image Represent. 21(8): 930-938 (2010) - [j8]Jinchang Ren, Ming Xu, James Orwell, Graeme A. Jones:
Multi-camera video surveillance for real-time analysis and reconstruction of soccer games. Mach. Vis. Appl. 21(6): 855-863 (2010) - [j7]Jinchang Ren, Jianmin Jiang, Theodore Vlachos:
High-Accuracy Sub-Pixel Motion Estimation From Noisy Images in Fourier Domain. IEEE Trans. Image Process. 19(5): 1379-1384 (2010) - 2009
- [j6]Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu:
Tracking the soccer ball using multiple fixed cameras. Comput. Vis. Image Underst. 113(5): 633-642 (2009) - [j5]Jinchang Ren, Jianmin Jiang, Juan Chen:
Shot Boundary Detection in MPEG Videos Using Local and Global Indicators. IEEE Trans. Circuits Syst. Video Technol. 19(8): 1234-1238 (2009) - [j4]Jinchang Ren, Jianmin Jiang:
Hierarchical Modeling and Adaptive Clustering for Real-Time Summarization of Rush Videos. IEEE Trans. Multim. 11(5): 906-917 (2009) - 2008
- [j3]Jinchang Ren, Ming Xu, James Orwell, Graeme A. Jones:
Real-Time Modeling of 3-D Soccer Ball Trajectories From Multiple Fixed Cameras. IEEE Trans. Circuits Syst. Video Technol. 18(3): 350-362 (2008) - 2007
- [j2]Jinchang Ren, Theodore Vlachos:
Efficient detection of temporally impulsive dirt impairments in archived films. Signal Process. 87(3): 541-551 (2007) - [j1]Jinchang Ren, Theodore Vlachos:
Segmentation-Assisted Detection of Dirt Impairments in Archived Film Sequences. IEEE Trans. Syst. Man Cybern. Part B 37(2): 463-470 (2007)
Conference and Workshop Papers
- 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 - 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 - 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 - 2019
- [c65]Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall:
Comparative Study of PCA and LDA for Rice Seeds Quality Inspection. AFRICON 2019: 1-4 - [c64]Xixian Zhang, Zhijing Yang, Jinchang Ren, Meilin Wang, Wing-Kuen Ling:
Graph Embedded Multiple Kernel Extreme Learning Machine for Music Emotion Classification. BICS 2019: 180-191 - [c63]Yijun Yan, Sophia Zhao, Yuxi Fang, Yuren Liu, Zhongxin Chen, Jinchang Ren:
VIP-STB Farm: Scale-up Village to County/Province Level to Support Science and Technology at Backyard (STB) Program. BICS 2019: 283-292 - [c62]Tingge Zhu, Jiangbin Zheng, Mingchen Feng, Jinchang Ren, Weihua Liu:
Blind Detection Based on Color SIFT. BICS 2019: 331-341 - [c61]Guoliang Xie, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall:
Evaluation of Deep Learning and Conventional Approaches for Image Steganalysis. BICS 2019: 342-352 - [c60]Mingchen Feng, Jiangbin Zheng, Jinchang Ren, Yue Xi:
Association Rule Mining for Road Traffic Accident Analysis: A Case Study from UK. BICS 2019: 520-529 - [c59]Yuren Liu, Yijun Yan, Jinchang Ren, Stephen Marshall:
Sequence Similarity Alignment Algorithm in Bioinformatics: Techniques and Challenges. BICS 2019: 550-560 - [c58]Yukang Han, Jinchang Ren, Qiming Zhu, David Barclay, James Windmill:
IoT and Cloud Enabled Evidence-Based Smart Decision-Making Platform for Precision Livestock Farming. BICS 2019: 570-582 - [c57]Yijun Yan, Andrew Young, Jinchang Ren, James Windmill, Winifred L. Ijomah, Tariq S. Durrani:
FiberEUse: A Funded Project Towards the Reuse of the End-of-Life Fiber Reinforced Composites with Nondestructive Inspection. CSPS 2019: 1541-1547 - [c56]Yuxi Fang, He Sun, Yijun Yan, Jinchang Ren, Daming Dong, Zhongxin Chen, Hong Yue, Tariq S. Durrani:
Wheat Growth Assessment for Satellite Remote Sensing Enabled Precision Agriculture. CSPS 2019: 2270-2277 - [c55]Ping Ma, Jinchang Ren, Genyun Sun, Paul Murray, Tariq S. Durrani:
Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images. CSPS 2019: 2336-2342 - [c54]Zihan Ye, Fan Lyu, Linyan Li, Qiming Fu, Jinchang Ren, Fuyuan Hu:
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning. ICME 2019: 85-90 - [c53]Jinchang Ren, He Sun, Yumin Huang, Hao Gao:
Knowledge-Based Multi-sequence MR Segmentation via Deep Learning with a Hybrid U-Net++ Model. STACOM@MICCAI 2019: 280-289 - 2018
- [c52]Yijun Yan, Huimin Zhao, Fu-Jen Kao, Valentin Masero Vargas, Sophia Zhao, Jinchang Ren:
Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos. BICS 2018: 75-84 - [c51]Viet Khanh Ha, Jinchang Ren, Xinying Xu, Sophia Zhao, Gang Xie, Valentin Masero Vargas:
Deep Learning Based Single Image Super-Resolution: A Survey. BICS 2018: 106-119 - [c50]Zihan Ye, Fan Lyu, Jinchang Ren, Yu Sun, Qiming Fu, Fuyuan Hu:
DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit. BICS 2018: 120-129 - [c49]Jing Zhao, Jinchang Ren, Cailing Wang, Ke Li, Yifang Zhao:
Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space. BICS 2018: 172-183 - [c48]Ziqi Zhou, Meijun Sun, Jinchang Ren, Zheng Wang:
AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency. BICS 2018: 260-270 - [c47]Cailing Wang, Hongwei Wang, Jinchang Ren, Yinyong Zhang, Jia Wen, Jing Zhao:
Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification. BICS 2018: 325-333 - [c46]Peng Wang, Chunmei Qing, Xiangmin Xu, Bolun Cai, Jianxiu Jin, Jinchang Ren:
Local-Global Extraction Unit for Person Re-identification. BICS 2018: 402-411 - [c45]Mingchen Feng, Jiangbin Zheng, Yukang Han, Jinchang Ren, Qiaoyuan Liu:
Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction. BICS 2018: 605-614 - [c44]Chen Meng, Wei Feng, Jinchang Ren:
Dynamic Hybrid Approaching for Robust Hand-Eye Calibration. BICS 2018: 748-758 - [c43]Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren:
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study. BICS 2018: 790-800 - [c42]Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall:
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection. EUVIP 2018: 1-6 - [c41]Hui Huang, Genyun Sun, Jinchang Ren, Jun Rong, Aizhu Zhang, Yanling Hao:
Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks. IGARSS 2018: 661-664 - 2017
- [c40]Zhenyu Fang, He Sun, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall, Tariq S. Durrani:
3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems. CSPS 2017: 582-590 - [c39]Xiaoquan Li, Yijun Yan, Jinchang Ren, Huimin Zhao, Sophia Zhao, John J. Soraghan, Tariq S. Durrani:
Knowledge Based Fundamental and Harmonic Frequency Detection in Polyphonic Music Analysis. CSPS 2017: 591-599 - [c38]He Sun, Qiming Zhu, Jinchang Ren, David Barclay, Willie Thomson:
Combining Image Analysis and Smart Data Mining for Precision Agriculture in Livestock Farming. iThings/GreenCom/CPSCom/SmartData 2017: 1065-1069 - [c37]Genyun Sun, Yanling Hao, Jun Rong, Shuna Shi, Jinchang Ren:
Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping. iThings/GreenCom/CPSCom/SmartData 2017: 1101-1105 - 2016
- [c36]Siti Salwa Md Noor, Kaleena Michael, Stephen Marshall, Jinchang Ren, Julius Tschannerl, Fu-Jen Kao:
The properties of the cornea based on hyperspectral imaging: Optical biomedical engineering perspective. IWSSIP 2016: 1-4 - [c35]Yijun Yan, Jinchang Ren, Huimin Zhao, Jiangbin Zheng, Ezrinda Mohd Zaihidee, John J. Soraghan:
Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Salient Objects in Videos. PCM (2) 2016: 697-704 - 2015
- [c34]Qiming Zhu, Jinchang Ren, David Barclay, Samuel McCormack, Willie Thomson:
Automatic Animal Detection from Kinect Sensed Images for Livestock Monitoring and Assessment. CIT/IUCC/DASC/PICom 2015: 1154-1157 - [c33]Yijun Yan, Jinchang Ren, Yinsheng Li, James Windmill, Winifred Ijomah:
Fusion of Dominant Colour and Spatial Layout Features for Effective Image Retrieval of Coloured Logos and Trademarks. BigMM 2015: 306-311 - [c32]Danyang Zhao, Jiangbin Zheng, Jinchang Ren:
Effective Removal of Artifacts from Views Synthesized using Depth Image Based Rendering. DMS 2015: 65-71 - [c31]Jaime Zabalza, Jinchang Ren, Stephen Marshall:
'On the fly' dimensionality reduction for hyperspectral image acquisition. EUSIPCO 2015: 749-753 - [c30]Meijun Sun, Dong Zhang, Jinchang Ren, Zheng Wang, Jesse S. Jin:
Brushstroke based sparse hybrid convolutional neural networks for author classification of Chinese ink-wash paintings. ICIP 2015: 626-630 - [c29]Jinchang Ren, Byongjun Hwang, Paul Murray, Soumitra Sakhalkar, Samuel McCormack:
Effective SAR sea ice image segmentation and touch floe separation using a combined multi-stage approach. IGARSS 2015: 1040-1043 - [c28]Jinchang Ren, Xuexing Zeng, David McKee:
Segmentation of multispectral images and prediction of CHI-A concentration for effective ocean colour remote sensing. IGARSS 2015: 2303-2306 - 2014
- [c27]Tolulope Bamidele Ijitona, Jinchang Ren, Phil Byongjun Hwang:
SAR Sea Ice Image Segmentation Using Watershed with Intensity-Based Region Merging. CIT 2014: 168-172 - [c26]Zheng Wang, Gaojun Ren, Meijun Sun, Jinchang Ren, Jesse S. Jin:
Ranking Highlight Level of Movie Clips: A Template Based Adaptive Kernel SVM Method. DMS 2014: 72-78 - [c25]Jiangbin Zheng, XueMei Song, Jinchang Ren, Tingge Zhu:
Exposing photo manipulation using geometry and shadows. ICDIP 2014: 91591W - [c24]Jaime Zabalza, Jinchang Ren, Stephen Marshall:
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging. WHISPERS 2014: 1-4 - 2013
- [c23]Jinchang Ren, Zheng Wang, Meijun Sun, John J. Soraghan:
Effective Classification of Microcalcification Clusters Using Improved Support Vector Machine with Optimised Decision Making. ICIG 2013: 390-393 - 2011
- [c22]Yanmei Chai, Jinchang Ren, Wenying Han, Haifeng Li:
Human gait recognition: Approaches, datasets and challenges. ICDP 2011: 1-6 - [c21]Kevin Gill, Jinchang Ren, Stephen Marshall, Suvitha Karthick, John R. Gilchrist:
Quality-assured fingerprint image enhancement and extraction using hyperspectral imaging. ICDP 2011: 1-6 - 2010
- [c20]Dong Wang, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson:
Applying Feature Selection for Effective Classification of Microcalcification Clusters in Mammograms. CIT 2010: 1384-1387 - [c19]Jinchang Ren, Theodore Vlachos, Vasileios Argyriou:
Immersive and perceptual human-computer interaction using computer vision techniques. CVPR Workshops 2010: 66-72 - 2009
- [c18]Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson:
Unconstrained Arabic Handwritten Word Feature Extraction: A Comparative Study. ITNG 2009: 1655-1656 - [c17]Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson:
A Machine Learning Approach for Classifying Offline Handwritten Arabic Words. CW 2009: 219-223 - 2008
- [c16]Jinchang Ren, Juan Chen, Jianmin Jiang, Stanley S. Ipson:
Knowledge-Supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-Based Annotation, Indexing and Retrieval. ICIC (1) 2008: 258-265 - [c15]Dong Wang, Jinchang Ren, Jianmin Jiang, Stanley S. Ipson:
Skin Detection from Different Color Spaces for Model-Based Face Detection. ICIC (3) 2008: 487-494 - [c14]Jawad Hasan Yasin AlKhateeb, Jinchang Ren, Stanley S. Ipson, Jianmin Jiang:
Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text. ITNG 2008: 1158-1159 - [c13]Jinchang Ren, Jianmin Jiang, Christian Eckes:
Hierarchical modeling and adaptive clustering for real-time summarization of rush videos in trecvid'08. TVS 2008: 26-30 - 2007
- [c12]Jinchang Ren, Jianmin Jiang:
Statistical Classification of Skin Color Pixels from MPEG Videos. ACIVS 2007: 395-405 - [c11]Jinchang Ren, Theodore Vlachos:
Detection and Recovery of Film Dirt for Archive Restoration Applications. ICIP (4) 2007: 21-24 - [c10]Jinchang Ren, Theodore Vlachos, Jianmin Jiang:
Subspace Extension to Phase Correlation Approach for Fast Image Registration. ICIP (1) 2007: 481-484 - [c9]Jinchang Ren, Jianmin Jiang, Juan Chen:
Determination of Shot Boundary in MPEG Videos for TRECVID 2007. TRECVID 2007 - 2006
- [c8]Yanmei Chai, Jinchang Ren, Rongchun Zhao, Jingping Jia:
Automatic Gait Recognition using Dynamic Variance Features. FGR 2006: 475-480 - 2005
- [c7]Jinchang Ren, Theodore Vlachos:
Segmentation-Assisted Dirt Detection for the Restoration of Archived Films. BMVC 2005 - [c6]Jinchang Ren, Theodore Vlachos, Vasileios Argyriou:
A User-Oriented Multimodal-Interface Framework for General Content-Based Multimedia Retrieval. ICME 2005: 812-815 - 2004
- [c5]Karen Tieying Lu, Peter Astheimer, Eiman Kanjo, Jinchang Ren:
Vision-Based Innovative Network Games. ADCOG 2004: 34-43 - [c4]Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu:
Real-time 3D Football Ball Tracking from Multiple Cameras. BMVC 2004: 1-10 - [c3]Jinchang Ren, James Orwell, Graeme A. Jones, Ming Xu:
A general framework for 3d soccer ball estimation and tracking. ICIP 2004: 1935-1938 - 2003
- [c2]Jinchang Ren, Peter Astheimer, Ian Marshall:
A Generic Framework for Vision Based Interactive Board Games. GAME-ON 2003: 238- - 2000
- [c1]Jinchang Ren, Rongchun Zhao, David Dagan Feng, Wan-Chi Siu:
Multimodal Interface Techniques in Content-Based Multimedia Retrieval. ICMI 2000: 634-641
Editorship
- 2020
- [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] - 2018
- [e1]Jinchang Ren, Amir Hussain, Jiangbin Zheng, Cheng-Lin Liu, Bin Luo, Huimin Zhao, Xinbo Zhao:
Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings. Lecture Notes in Computer Science 10989, Springer 2018, ISBN 978-3-030-00562-7 [contents]
Informal and Other Publications
- 2024
- [i10]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) - 2023
- [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
- [i8]Yijun Yan, Jinchang Ren, He Sun:
Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging. CoRR abs/2207.12966 (2022) - 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
- [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) - 2019
- [i5]Zihan Ye, Fan Lyu, Linyan Li, Qiming Fu, Jinchang Ren, Fuyuan Hu:
SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning. CoRR abs/1904.06996 (2019) - 2017
- [i4]Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling:
Linear vs Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Image. CoRR abs/1709.02253 (2017) - [i3]Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling:
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification. CoRR abs/1709.02517 (2017) - [i2]Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling:
Sparse Representation Based Augmented Multinomial Logistic Extreme Learning Machine with Weighted Composite Features for Spectral Spatial Hyperspectral Image Classification. CoRR abs/1709.03792 (2017) - [i1]Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling:
Does Normalization Methods Play a Role for Hyperspectral Image Classification? CoRR abs/1710.02939 (2017)
Coauthor Index
[j159] [j155] [j154] [j153] [j151] [j150] [j146] [j144] [j135] [j131] [j130] [j129] [j125] [j120] [j119] [j118] [j114] [j113] [j112] [j111] [j110] [j107] [j105] [j103] [j102] [j98] [j97] [j96] [j91] [j90] [j89] [j85] [j75] [j74] [j73] [j68] [j66] [j63] [j61] [j59] [j58] [j56] [j50] [j47] [j46] [j45] [j44] [j42] [j37] [j33] [j29] [c61] [c52] [c40] [c39] [c35] [e2] [e1]
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