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A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Kot, Alex Chichung. A Hybrid Structural Sparsification Error Model for Image Restoration[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4451-4465.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce; et al.
Favorite | TC[WOS]:45 TC[Scopus]:44  IF:10.2/10.4 | Submit date：2022/05/13
Hybrid Structural Sparsification Error (Hsse)  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Kot, Alex Chichung. Low-Rankness Guided Group Sparse Representation for Image Restoration[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(10), 7593 - 7607.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce; et al.
Adobe PDF | Favorite | TC[WOS]:54 TC[Scopus]:53  IF:10.2/10.4 | Submit date：2022/05/17
Adaptively Adjusted Parameter  Alternating Minimization  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Nonlocal Self-similarity (Nss)  
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu. LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING[C]:IEEE, 2021, 1644-1648.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/05/13
Image Denoising  Nonlocal Sparse Representation  Low-rank Regularized Joint Sparsity  Alternating Minimization  Adaptive Parameter  
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
Zha, Zhiyuan, Yuan, Xin, Wen, Bihan, Zhou, Jiantao, Zhu, Ce. Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29, 8960-8975.
Authors:  Zha, Zhiyuan;  Yuan, Xin;  Wen, Bihan;  Zhou, Jiantao;  Zhu, Ce
Adobe PDF | Favorite | TC[WOS]:88 TC[Scopus]:96  IF:10.8/12.1 | 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
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen. Image Restoration via Simultaneous Nonlocal Self-Similarity Priors[J]. IEEE Transactions on Image Processing, 2020, 29, 8561-8576.
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Adobe PDF | Favorite | TC[WOS]:104 TC[Scopus]:117  IF:10.8/12.1 | 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
Zha, Zhiyuan, Yuan, Xin, Wen, Bihan, Zhang, Jiachao, Zhou, Jiantao, Zhu, Ce. Image Restoration Using Joint Patch-Group Based Sparse Representation[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29, 7735-7750.
Authors:  Zha, Zhiyuan;  Yuan, Xin;  Wen, Bihan;  Zhang, Jiachao;  Zhou, Jiantao; et al.
Adobe PDF | Favorite | TC[WOS]:84 TC[Scopus]:96  IF:10.8/12.1 | 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
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen. A Hybrid Structural Sparse Error Model for Image Deblocking[C]:IEEE, 2020, 2493-2497.
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Adobe PDF | Favorite | TC[WOS]:10 TC[Scopus]:10 | Submit date：2021/03/11
Hybrid Structural Sparse Error  Nonlocal Self-similarity  Structural Sparse Representation  Image Deblocking  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu. From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 3254-3269.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang; et al.
Adobe PDF | Favorite | TC[WOS]:88 TC[Scopus]:96  IF:10.8/12.1 | Submit date：2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
Liu, Licheng, Chen, C. L. Philip, You, Xinge, Tang, Yuan Yan, Zhang, Yushu, Li, Shutao. Mixed Noise Removal via Robust Constrained Sparse Representation[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28(9), 2177-2189.
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu; et al.
Favorite | TC[WOS]:21 TC[Scopus]:25  IF:8.3/7.1 | Submit date：2018/10/30
Image Denoising  Robust Sparse Representation  Constrained Sparse Coding  Dictionary Learning  Nonlocal Self-similarity  
Joint Patch-Group Based Sparse Representation for Image Inpainting Conference paper
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu. Joint Patch-Group Based Sparse Representation for Image Inpainting[C], 2018, 145-160.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | Submit date：2019/04/17
Sparse Representation  Joint Patch-group Based Sparse Representation  Nonlocal Self-similarity  Image Inpainting  Admm