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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  
Hyperspectral Image Denoising via Spatial–Spectral Recurrent Transformer Journal article
Fu, Guanyiman, Xiong, Fengchao, Lu, Jianfeng, Zhou, Jun, Zhou, Jiantao, Qian, Yuntao. Hyperspectral Image Denoising via Spatial–Spectral Recurrent Transformer[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62, 5511214.
Authors:  Fu, Guanyiman;  Xiong, Fengchao;  Lu, Jianfeng;  Zhou, Jun;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/05/16
Deep Learning  Global Spectral Correlation (Gsc)  Hyperspectral Image (Hsi) Denoising  Nonlocal Spatial Self-similarity (Nss)  Transformer  
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)  
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  
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  
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]:43 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  
A new nonlocal means based framework for mixed noise removal Journal article
Jiang,Jielin, Yang,Kang, Yang,Jian, Yang,Zhi Xin, Chen,Yadang, Luo,Lei. A new nonlocal means based framework for mixed noise removal[J]. Neurocomputing, 2021, 431, 57-68.
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang; et al.
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:5.5/5.5 | Submit date：2021/03/11
Mixed Noise Removal  Nonlocal Self-similarity  Low Rank Approximation  Gradient Regularization  Convolutional Neural Network  
Triply Complementary Priors for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Joey Tianyi, Zhou, Jiantao, Zhu, Ce. Triply Complementary Priors for Image Restoration[J]. IEEE Transactions on Image Processing, 2021, 30, 5819-5834.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Joey Tianyi;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:47 TC[Scopus]:49  IF:10.8/12.1 | Submit date：2022/05/13
Image Restoration  Triply Complementary Priors  Deep Models  Low-rank  Nonlocal Self-similarity  Hybrid Plug-and-play