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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)  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
Xiaoli Sun, Xiujun Zhang, Chen Xu, Mingqing Xiao, Yuanyan Tang. Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach[J]. IEEE Transactions on Cybernetics, 2022, 53(3), 1816 - 1829.
Authors:  Xiaoli Sun;  Xiujun Zhang;  Chen Xu;  Mingqing Xiao;  Yuanyan Tang
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/17
Log-determinant Function  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce. Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models[J]. IEEE Transactions on Image Processing, 2021, 30, 5223-5238.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite | TC[WOS]:67 TC[Scopus]:72  IF:10.8/12.1 | Submit date：2022/05/13
Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
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  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu. Reconciliation of group sparsity and low-rank models for image restoration[C], 2020, 9102930.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite | TC[WOS]:2 TC[Scopus]:12 | Submit date：2021/03/11
Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
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  
Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification Journal article
Luo L., Yang J., Zhang B., Jiang J., Huang H.. Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(11), 5330-5344.
Authors:  Luo L.;  Yang J.;  Zhang B.;  Jiang J.;  Huang H.
Favorite | TC[WOS]:12 TC[Scopus]:16  IF:10.2/10.4 | Submit date：2019/04/04
Correlated Group Regression  Expectation-maximization (Em)  Robust Image Classification  Scale Mixture Of Matrix Gaussian Distribution  Sparse Bayesian Learning (Sbl)  
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  
Group sparse Multiview patch alignment framework with view consistency for image classification Journal article
Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuan Yan Tang. Group sparse Multiview patch alignment framework with view consistency for image classification[J]. IEEE Transactions on Image Processing, 2014, 23(7), 3126 - 3137.
Authors:  Jie Gui;  Dacheng Tao;  Zhenan Sun;  Yong Luo;  Xinge You; et al.
Favorite | TC[WOS]:80 TC[Scopus]:85  IF:10.8/12.1 | Submit date：2018/10/30
Group Sparse  Multiview Learning  Patch Alignment Framework  View Consistency  Joint Feature Extraction And Feature Selection  
Kernel based weighted group sparse representation classifier Conference paper
Xu B., Guo P., Chen C.L.P.. Kernel based weighted group sparse representation classifier[C], 2013, 236-245.
Authors:  Xu B.;  Guo P.;  Chen C.L.P.
Favorite | TC[Scopus]:1 | Submit date：2019/02/11
Group Sparse Representation  Image Classification  Kernel Method