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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
Adobe PDF | Favorite |  | TC[WOS]:33 TC[Scopus]:33 | Submit date:2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:38 TC[Scopus]:29 | Submit date:2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
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
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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
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Low-rank Matrix Approximation  Nnm  Wnnm  Gsr  Image Denoising  
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
Adobe PDF | Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Gaussian Mixture Model  Image Denoising  Low-rank  Simultaneous Nonlocal Self-similarity