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Structured residual sparsity for video compressive sensing reconstruction Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhang, Jiachao, Zhou, Jiantao, Zhu, Ce. Structured residual sparsity for video compressive sensing reconstruction[J]. Signal Processing, 2024, 222, 109513.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhang, Jiachao;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.8 | Submit date：2024/05/16
Video Cs Reconstruction  Structured Residual Sparsity  Nonlocal Self-similarity  Multi-hypothesis Prediction  Admm  
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]:1 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  
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]:78 TC[Scopus]:88  IF:10.8/12.1 | Submit date：2021/03/11
Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
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  
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Conference paper
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu. Simultaneous Nonlocal Self-Similarity Prior for Image Denoising[C], 2019, 1119-1123.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou; et al.
Adobe PDF | Favorite | TC[WOS]:7 TC[Scopus]:7 | Submit date：2021/03/11
Gaussian Mixture Model  Image Denoising  Low-rank  Simultaneous Nonlocal Self-similarity  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu. A Comparative Study for the Nuclear Norms Minimization Methods[C], 2019, 2050-2054.
Authors:  Zhiyuan Zha;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite | TC[WOS]:8 TC[Scopus]:9 | Submit date：2021/03/11
Low-rank Matrix Approximation  Nnm  Wnnm  Gsr  Image Denoising