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Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis Journal article
Zhang, Hengmin, Wen, Bihan, Zha, Zhiyuan, Zhang, Bob, Tang, Yang, Yu, Guo, Du, Wenli. Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4), 2304-2317.
Authors:  Zhang, Hengmin;  Wen, Bihan;  Zha, Zhiyuan;  Zhang, Bob;  Tang, Yang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:8.3/7.1 | Submit date：2024/02/23
Nonconvex Rank Relaxations  Matrix Volume  Proximal Alternating Linearized Minimization  Robust Matrix Completion  Low-rank Representation  
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction Journal article
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu. Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction[J]. IEEE Transactions on Cybernetics, 2023, 54(5), 3338 - 3351.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiachao Zhang;  Jiantao Zhou; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2023/03/21
Alternating Direction Method Of Multiplier (Admm)  Alternating Minimization  Compressive Sensing (Cs)  Deep Image (Di) Prior  Hybrid Plug-and-play (H-pnp)  Low-rank  Multispectral Imagery (Msi) Reconstruction  Nonlocal Self-similarity (Nss)  
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising Journal article
Zha,Zhiyuan, Wen,Bihan, Yuan,Xin, Zhang,Jiachao, Zhou,Jiantao, Lu,Yilong, Zhu,Ce. Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhang,Jiachao;  Zhou,Jiantao; et al.
Favorite | TC[WOS]:12 TC[Scopus]:15  IF:7.5/7.6 | Submit date：2023/08/03
Alternating Minimization Algorithm  Generalized Soft-thresholding (Gst)  Graph-based Block Matching (Bm)  Hyperspectral Image (Hsi) Denoising  Low-rank (Lr)  Nonlocal Self-similarity (Nss)  Structured Sparsity  
Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling Conference paper
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce. Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling[C], 2023.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Alternating Minimization  Hsi Denoising  Low-rank  Nonlocal Rank Residual  Nonlocal Self-similarity  
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  
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]:66 TC[Scopus]:68  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  
RLGC: residual low rank group sparsity constraint for image denoising Conference paper
Xiao-Xue Deng, Haoze Sun, Guoxia Xu, Yu-Feng Yu, Hao Wang. RLGC: residual low rank group sparsity constraint for image denoising[C], USA:SPIE-INT SOC OPTICAL ENGINEERING, 2021, 118841E.
Authors:  Xiao-Xue Deng;  Haoze Sun;  Guoxia Xu;  Yu-Feng Yu;  Hao Wang
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/13
Group Sparsity Residual Constraint  Low Rank Approximation  Majorize-minimization Algorithm  Norm  
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  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu. A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization[J]. IEEE Transactions on Image Processing, 2020, 29, 5094-5109.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang; et al.
Adobe PDF | Favorite | TC[WOS]:86 TC[Scopus]:90  IF:10.8/12.1 | 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
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]:86 TC[Scopus]:94  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