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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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | 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  
A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Convolutional Neural Network  Gradient Regularization  Low Rank Approximation  Mixed Noise Removal  Nonlocal Self-similarity  
Triply Complementary Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5819-5834
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Joey Tianyi;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:5 TC[Scopus]:1 | Submit date:2022/05/13
deep models  hybrid plug-and-play  Image restoration  low-rank  nonlocal self-similarity  triply complementary priors  
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5223-5238
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2022/05/13
adaptive parameter adjustment  alternating minimization  Group sparse coding  image restoration  low-rank regularized group sparse coding  
A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:7 TC[Scopus]:11 | 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  
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
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
Favorite |  | TC[WOS]:0 TC[Scopus]:9 | Submit date:2021/03/11
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
Favorite |  | TC[WOS]:23 TC[Scopus]:24 | 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]:28 TC[Scopus]:35 | 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]:23 TC[Scopus]:29 | Submit date:2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm