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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  
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)  
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling Journal article
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu. Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling[J]. IEEE Signal Processing Magazine, 2023, 40(1), 32-44.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Saiprasad Ravishankar;  Jiantao Zhou; et al.
Favorite | TC[WOS]:25 TC[Scopus]:32  IF:9.4/18.0 | Submit date：2023/01/30
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  
A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Kot, Alex Chichung. A Hybrid Structural Sparsification Error Model for Image Restoration[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4451-4465.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce; et al.
Favorite | TC[WOS]:43 TC[Scopus]:41  IF:10.2/10.4 | Submit date：2022/05/13
Hybrid Structural Sparsification Error (Hsse)  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  
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]:44 TC[Scopus]:39  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)  
SIMULTANEOUS NONLOCAL LOW-RANK AND DEEP PRIORS FOR POISSON DENOISING Conference paper
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce. SIMULTANEOUS NONLOCAL LOW-RANK AND DEEP PRIORS FOR POISSON DENOISING[C], 2022, 2320-2324.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite | TC[WOS]:5 TC[Scopus]:9 | Submit date：2022/08/05
Deep Prior  Hybrid Plug And Play  Nonlocal Self-similarity  Optimization  Poisson Denoising  
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