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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)  
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)