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A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4451-4465
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:14 TC[Scopus]:15 | Submit date:2022/05/13
Analytical Models  Data Models  Dictionaries  Hybrid Structural Sparsification Error (Hsse)  Image Denoising  Image Restoration  Image Restoration  Minimization  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  Transforms  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
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Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising Journal article
IEEE Transactions on Dependable and Secure Computing, 2021,Volume: 18,Issue: 3,Page: 1261-1275
Authors:  Zheng, Yifeng;  Duan, Huayi;  Tang, Xiaoting;  Wang, Cong;  Zhou, Jiantao
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Cloud Computing  Deep Neural Networks  Image Denoising  Privacy Preservation  
RLGC: residual low rank group sparsity constraint for image denoising Conference paper
Proceedings of SPIE - The International Society for Optical Engineering
Authors:  Deng, Xiao Xue;  Sun, Haoze;  Xu, Guoxia;  Yu, Yu Feng;  Wang, Hao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Group sparsity residual constraint  Low rank approximation  Majorize-minimization algorithm  Norm  
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Proceedings - International Conference on Image Processing, ICIP, Anchorage, AK, USA, 19-22 September 2021
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
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Adaptive Parameter  Alternating Minimization  Image Denoising  Low-rank Regularized Joint Sparsity  Nonlocal Sparse Representation  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Joey Tianyi Zhou;  Jiantao Zhou;  Bihan Wen;  Ce Zhu
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Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors  
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
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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
Adobe PDF | Favorite |  | TC[WOS]:40 TC[Scopus]:44 | 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
Adobe PDF | Favorite |  | TC[WOS]:36 TC[Scopus]:37 | Submit date:2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm