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Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1204-1216
Authors:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao Yuan;  Chen, C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/12/07
Block-diagonal Representation Learning  Cross-view Classification  Low-rank Representation  Multiview Learning  
Learning Performance of Weighted Distributed Learning With Support Vector Machines Journal article
IEEE Transactions on Cybernetics, 2021
Authors:  Zou, Bin;  Jiang, Hongwei;  Xu, Chen;  Xu, Jie;  You, Xinge;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
Big Data  Computer aided instruction  Convergence rate  Distance learning  Distributed databases  learning performance  Markov processes  support vector machine  Support vector machines  Training  weighted distributed  
Multiview Hybrid Embedding: A Divide-and-Conquer Approach Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 8,Page: 3640-3653
Authors:  Xu, Jiamiao;  Yu, Shujian;  You, Xinge;  Leng, Mengjun;  Jing, Xiao Yuan;  Chen, C. L.Philip
Favorite |  | TC[WOS]:26 TC[Scopus]:6 | Submit date:2021/12/06
Cross-view Classification  Divide-and-conquer  Multiview Hybrid Embedding (Mvhe)  Multiview Learning  
New Incremental Learning Algorithm with Support Vector Machines Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019,Volume: 49,Issue: 11,Page: 2230-2241
Authors:  Xu, Jie;  Xu, Chen;  Zou, Bin;  Tang, Yuan Yan;  Peng, Jiangtao;  You, Xinge
Favorite |  | TC[WOS]:33 TC[Scopus]:35 | Submit date:2022/05/17
Incremental learning  Markov resampling  support vector machines (SVMs)  
Advances in data representation and learning for pattern analysis Other
2019-07-05
Authors:  Philip Chen, C. L.;  You, Xinge;  Gao, Xinbo;  Liu, Tongliang;  Murtagh, Fionn;  Liu, Weifeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite |  | TC[WOS]:13 TC[Scopus]:15 | Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
k-Times Markov Sampling for SVMC Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 4,Page: 1328-1341
Authors:  Zou, Bin;  Xu, Chen;  Lu, Yang;  Tang, Yuan Yan;  Xu, Jie;  You, Xinge
Favorite |  | TC[WOS]:12 TC[Scopus]:11 | Submit date:2018/10/30
K-times Markov Sampling  Learning Performance  Support Vector Machine Classification (Svmc)  Uniform Ergodic Markov Chain (U.e.m.c.)  
Efficient single image dehazing and denoising: An efficient multi-scale correlated wavelet approach Journal article
Computer Vision and Image Understanding, 2017,Volume: 162,Page: 23-33
Authors:  Liu, Xin;  Zhang, He;  Cheung, Yiu-ming;  You, Xinge;  Tang, Yuan Yan
Favorite |  | TC[WOS]:71 TC[Scopus]:84 | Submit date:2018/10/30
Image Dehazing  Multi-scale Correlated Wavelet  Open Dark Channel Model  Soft-thresholding  
Robust Object Tracking via Key Patch Sparse Representation Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 2,Page: 354-364
Authors:  He, Zhenyu;  Yi, Shuangyan;  Cheung, Yiu-Ming;  You, Xinge;  Tang, Yuan Yan
Favorite |  | TC[WOS]:194 TC[Scopus]:198 | Submit date:2018/10/30
Occlusion Prediction Scheme  Particle Filter  Patch Sparse Representation  Template Update  Visual Object Tracking  
A Hybrid of Local and Global Saliencies for Detecting Image Salient Region and Appearance Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017,Volume: 47,Issue: 1,Page: 86-97
Authors:  Peng, Qinmu;  Cheung, Yiu-ming;  You, Xinge;  Tang, Yuan Yan
Favorite |  | TC[WOS]:27 TC[Scopus]:30 | Submit date:2018/10/30
Gradient Minimization  Multiple Salient Edges  Saliency Detection  Visual Attention