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Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Favorite |  | TC[WOS]:10 TC[Scopus]:8 | Submit date:2021/03/11
Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting  
Image Restoration Using Joint Patch-Group-Based Sparse Representation Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Hybrid Structural Sparse Error  Image Deblocking  Nonlocal Self-similarity  Structural Sparse Representation  
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]:13 TC[Scopus]:11 | Submit date:2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration  
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]:0 | Submit date:2021/03/11
Low-rank Matrix Approximation  Nnm  Wnnm  Gsr  Image Denoising  
A study of diabetes mellitus detection using sparse representation algorithms with facial block color features Conference paper
2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016, Beijing, 13-15 Aug. 2016
Authors:  Zhang P.;  Zhang B.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/04/04
Diabetes Mellitus Detection  Facial Block Color Features  Sparse Representation Algorithms  
Tree-Structured Nuclear Norm Approximation with Applications to Robust Face Recognition Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 12,Page: 5757-5767
Authors:  Luo L.;  Chen L.;  Yang J.;  Qian J.;  Zhang B.
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2019/04/04
ADMM  face recognition  hierarchical distribution  nuclear norm  restricted isometry property (RIP)  Tree structure  
Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition Journal article
International Journal of Computer Vision, 2015,Volume: 111,Issue: 3,Page: 365
Authors:  Gao S.;  Jia K.;  Zhuang L.;  Ma Y.
Favorite |  | TC[WOS]:55 TC[Scopus]:60 | Submit date:2018/10/30
Group sparsity  Intra-class variance dictionary  Regularized patch-based representation  Single sample per person  
Kernel based weighted group sparse representation classifier Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Xu B.;  Guo P.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Group sparse representation  image classification  kernel method