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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/11
Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Dual sparse learning via data augmentation for robust facial image classification Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 8,Page: 1717-1734
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Dictionary Learning  Image Classification  L1 Regularization  Sparse Representation  
Appropriating automated feedback in L2 writing: experiences of Chinese EFL student writers Journal article
Computer Assisted Language Learning, 2020
Authors:  Lianjiang Jiang;  Shulin Yu
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2020/11/06
Activity Theory  Appropriation  Automated Feedback  Internalization  Written Feedback  
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Dictionary Decomposition  Hyperspectral Image (Hsi)  Low-rank Constraint  Sparse Model  Target Detection  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Proceedings - International Conference on Image Processing, ICIP, Taipei, Taiwan, 22-25 Sept. 2019
Authors:  Zhiyuan Zha;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
Low-rank Matrix Approximation  Nnm  Wnnm  Gsr  Image Denoising  
Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition Journal article
IEEE Geoscience and Remote Sensing Letters, 2018,Page: 1 - 5
Authors:  Guanhua Feng;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
Scalable Online Convolutional Sparse Coding Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 10,Page: 4850-4859
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite |  | TC[WOS]:11 TC[Scopus]:13 | Submit date:2018/10/30
Online learning  convolutional sparse coding  dictionary learning  
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]:9 TC[Scopus]:12 | Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity  
Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning Journal article
PATTERN RECOGNITION, 2018,Volume: 79,Page: 130-146
Authors:  Li, Huafeng;  He, Xiaoge;  Tao, Dapeng;  Tang, Yuanyan;  Wang, Ruxin
Favorite |  | TC[WOS]:105 TC[Scopus]:110 | Submit date:2018/10/30
Medical image fusion  Denoising  Dictionary learning  Low-rank decomposition  Sparse representation  
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification (vol 55, pg 1544, 2017) Journal article
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018,Volume: 56,Issue: 5,Page: 3002-3003
Authors:  Ye, Minchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30