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A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering Journal article
Ye, Zhijing, Zhang, Liming, Zheng, Chengyong, Peng, Jiangtao, Benediktsson, Jon Atli. Small-Sample Classification for Hyperspectral Images With EPF-Based Smooth Ordering[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5525814.
Authors:  Ye, Zhijing;  Zhang, Liming;  Zheng, Chengyong;  Peng, Jiangtao;  Benediktsson, Jon Atli
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/09/03
Edge-preserving Features (Epfs)  Hyperspectral Image (Hsi)  Small-sample Classification  Smooth Ordering  
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  
Universal Object-Level Adversarial Attack in Hyperspectral Image Classification Journal article
Shi, Cheng, Zhang, Mengxin, Lv, Zhiyong, Miao, Qiguang, Pun, Chi Man. Universal Object-Level Adversarial Attack in Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 1-14.
Authors:  Shi, Cheng;  Zhang, Mengxin;  Lv, Zhiyong;  Miao, Qiguang;  Pun, Chi Man
Favorite | TC[WOS]:2 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2024/02/22
Adversarial Attack  Adversarial Defense  Hyperspectral Image (Hsi) Classification  
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)  
A Dual-Branch Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification Journal article
Chen Chunbo, ZHANG LIMING, Li Hong, Cui Wenjing. A Dual-Branch Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Chen Chunbo;  ZHANG LIMING;  Li Hong;  Cui Wenjing
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/12/11
Deep Learning (Dl)  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  Stochastic Adaptive Fourier Decomposition (Safd)  
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)  
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification Journal article
Quanyong Liu, Jiangtao Peng, Yujie Ning, Na Chen, Weiwei Sun, Qian Du, Yicong Zhou. Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5506214.
Authors:  Quanyong Liu;  Jiangtao Peng;  Yujie Ning;  Na Chen;  Weiwei Sun; et al.
Favorite | TC[WOS]:55 TC[Scopus]:51  IF:7.5/7.6 | Submit date：2023/08/03
Contrastive Learning (Cl)  Few-shot Learning (Fsl)  Hyperspectral Image (Hsi) Classification  Prototypical Network  
Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
Zhang,Guochao, Hu,Xueting, Wei,Yantao, Cao,Weijia, Yao,Huang, Zhang,Xueyang, Song,Keyi. Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20, 5502305.
Authors:  Zhang,Guochao;  Hu,Xueting;  Wei,Yantao;  Cao,Weijia;  Yao,Huang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.0/4.4 | Submit date：2023/08/03
Feature Extraction  Hyperspectral Image (Hsi) Classification  Nonlocal Correntropy Matrix (Nlcm)  
SS-TMNet: Spatial–Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification Journal article
Huang, Xiaohui, Zhou, Yunfei, Yang, Xiaofei, Zhu, Xianhong, Wang, Ke. SS-TMNet: Spatial–Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification[J]. Remote Sensing, 2023, 15(5), 1206.
Authors:  Huang, Xiaohui;  Zhou, Yunfei;  Yang, Xiaofei;  Zhu, Xianhong;  Wang, Ke
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:4.2/4.9 | Submit date：2023/04/03
Attention Mechanism  Convolution Neural Network (Cnn)  Hyperspectral Image (Hsi) Classification  Multi-scale 3d Convolution