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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)  
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jun Zhou, Shuyin Tao, Jianfeng Lu, Jiantao Zhou, Yuntao Qian. SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Image Processing, 2022, 31, 5469-5483.
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou; et al.
Favorite | TC[WOS]:39 TC[Scopus]:45  IF:10.8/12.1 | Submit date：2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation  
Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization Journal article
Xiong, Fengchao, Qian, Yuntao, Zhou, Jun, Tang, Yuan Yan. Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(4), 2341-2357.
Authors:  Xiong, Fengchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite | TC[WOS]:77 TC[Scopus]:85  IF:7.5/7.6 | Submit date：2022/04/15
Hyperspectral Unmixing  Nonnegative Tensor Factorization (Ntf)  Spectral-spatial Information  Total Variation (Tv)  
Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery Journal article
Qian, Yuntao, Xiong, Fengchao, Zeng, Shan, Zhou, Jun, Tang, Yuan Yan. Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(3), 1776-1792.
Authors:  Qian, Yuntao;  Xiong, Fengchao;  Zeng, Shan;  Zhou, Jun;  Tang, Yuan Yan
Favorite | TC[WOS]:144 TC[Scopus]:157  IF:7.5/7.6 | Submit date：2018/10/30
Hyperspectral Imagery (Hsi)  Spectral Unmixing  Spectral-spatial Structure  Tensor Factorization