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Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection Journal article
Zhang, Yongshan, Li, Yijiang, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 5507405.
Authors:  Zhang, Yongshan;  Li, Yijiang;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.0/4.4 | Submit date：2024/07/04
Anomaly Detection  Anomaly Detection  Denoising Autoencoder  Detectors  Geoscience And Remote Sensing  Graph Neural Network  Hyperspectral Imagery  Hyperspectral Imaging  Image Edge Detection  Noise Reduction  Training  
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  
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  
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  
Hyperspectral image denoising by total variation-regularized bilinear factorization Journal article
Chen, Yongyong, Li, Jiaxue, Zhou, Yicong. Hyperspectral image denoising by total variation-regularized bilinear factorization[J]. Signal Processing, 2020, 174, 107645.
Authors:  Chen, Yongyong;  Li, Jiaxue;  Zhou, Yicong
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:3.4/3.8 | Submit date：2021/12/06
Bilinear Factorization  Denoising  Hyperspectral Image  Total Variation