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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  
Deep Parameterized Neural Networks for Hyperspectral Image Denoising Journal article
Xiong, Fengchao, Zhou, Jun, Zhou, Jiantao, Lu, Jianfeng, Qian, Yuntao. Deep Parameterized Neural Networks for Hyperspectral Image Denoising[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61, 5525015.
Authors:  Xiong, Fengchao;  Zhou, Jun;  Zhou, Jiantao;  Lu, Jianfeng;  Qian, Yuntao
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/02/22
Convolutional Neural Networks  Hyperspectral Image (Hsi) Denoising  Learning To Optimize (L2o)  Sparse Representation (Sr)  
Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jiantao Zhou, Jun Zhou, Jianfeng Lu, Yuntao Qian. Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Fengchao Xiong;  Jiantao Zhou;  Jun Zhou;  Jianfeng Lu;  Yuntao Qian
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2023/08/28
Deep Unfolding  Hyperspectral Image (Hsi) Denoising  Multitask Learning  Sparse Representation (Sr)  
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  
Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising Journal article
Hailiang Ye, Hong Li, C. L. Philip Chen. Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising[J]. IEEE Transactions on Cybernetics, 2021, 51(9), 4450-4463.
Authors:  Hailiang Ye;  Hong Li;  C. L. Philip Chen
Favorite | TC[WOS]:61 TC[Scopus]:63  IF:9.4/10.3 | Submit date：2021/12/08
Broad Learning System (Bls)  Deep Neural Networks  Hyperspectral Image (Hsi)  Image Denoising  Stability