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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]:0 TC[Scopus]:0 | Submit date:2021/03/11
Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi;  Chen,Long
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/09
Fuzzy clustering  Kullback-Leibler (KL) divergence  low-rank tensor  multiview data  
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]:0 | Submit date:2021/03/11
Dictionary Decomposition  Hyperspectral Image (Hsi)  Low-rank Constraint  Sparse Model  Target Detection  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3254-3269
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:14 TC[Scopus]:13 | Submit date:2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration  
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Conference paper
Proceedings - International Conference on Image Processing, ICIP, Taipei, Taiwan, 22-25 Sept. 2019
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Gaussian Mixture Model  Image Denoising  Low-rank  Simultaneous Nonlocal Self-similarity  
Adaptive weighted nonnegative low-rank representation Journal article
PATTERN RECOGNITION, 2018,Volume: 81,Page: 326-340
Authors:  Wen, Jie;  Zhang, Bob;  Xu, Yong;  Yang, Jian;  Han, Na
Favorite |  | TC[WOS]:48 TC[Scopus]:51 | Submit date:2018/10/30
Low-rank Representation  Adaptive Weighted Matrix  Data Clustering  Locality Constraint  
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]:98 TC[Scopus]:106 | Submit date:2018/10/30
Medical image fusion  Denoising  Dictionary learning  Low-rank decomposition  Sparse representation  
Robust PCA Using Matrix Factorization for Background/Foreground Separation Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 18945-18953
Authors:  Wang, Shuqin;  Wang, Yongli;  Chen, Yongyong;  Pan, Peng;  Sun, Zhipeng;  He, Guoping
Favorite |  | TC[WOS]:12 TC[Scopus]:12 | Submit date:2018/10/30
Background/foreground separation  matrix factorization  robust PCA