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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  
Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification Journal article
Wang, Haoyu, Cheng, Yuhu, Chen, C. L.Philip, Wang, Xuesong. Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(2), 610-616.
Authors:  Wang, Haoyu;  Cheng, Yuhu;  Chen, C. L.Philip;  Wang, Xuesong
Favorite | TC[WOS]:18 TC[Scopus]:15  IF:5.3/5.7 | Submit date：2023/05/02
Broad Learning  Graph Convolution  Hyperspectral Image Classification  Spectral-spatial Feature  
Spatial Perception Correntropy Matrix for Hyperspectral Image Classification Journal article
Zhang, Guochao, Cao, Weijia, Wei, Yantao. Spatial Perception Correntropy Matrix for Hyperspectral Image Classification[J]. Applied Sciences (Switzerland), 2022, 12(13).
Authors:  Zhang, Guochao;  Cao, Weijia;  Wei, Yantao
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/08/02
Correntropy Matrix  Feature Extraction  Hyperspectral Image Classification  Spatial Perception  Spectral-spatial Feature  
Osprey: a heterogeneous search framework for spatial-temporal similarity Journal article
Dai, Hao, Wang, Yang, Xu, Chengzhong. Osprey: a heterogeneous search framework for spatial-temporal similarity[J]. Computing, 2022, 104(9), 1949-1975.
Authors:  Dai, Hao;  Wang, Yang;  Xu, Chengzhong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.3/2.8 | Submit date：2022/05/17
Heterogeneous Similarity Search  Query Processing  Spatial-temporal Trajectory  Spectral Clustering  
Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation Journal article
Ye, Zhijing, Qian, Tao, Zhang, Liming, Dai, Lei, Li, Hong, Benediktsson, Jon Atli. Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59(9), 7680 - 7694.
Authors:  Ye, Zhijing;  Qian, Tao;  Zhang, Liming;  Dai, Lei;  Li, Hong; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2022/05/13
Adaptive Fourier Decomposition (Fd) (aFd)  Functional Spectral-spatial Features  Hyperspectral Image (Hsi) Classification  Rational Orthogonal Function System.  
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)  
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization Journal article
Yongyong Chen, Shuqin Wang, Yicong Zhou. Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization[J]. IEEE Journal of Selected Topics in Signal Processing, 2018, 12(6), 1364-1377.
Authors:  Yongyong Chen;  Shuqin Wang;  Yicong Zhou
Favorite | TC[WOS]:55 TC[Scopus]:57  IF:8.7/8.4 | Submit date：2019/01/17
Low-rank Tensor Approximation  Tensor Nuclear Norm  Hyper Total Variation  Spatial-spectral Total Variation  Image Denoising  
Spatial and spectral regularization to discriminate tissues using multispectral photoacoustic imaging Journal article
Dolet, Aneline, Varray, Francois, Mure, Simon, Grenier, Thomas, Liu, Yubin, Yuan, Zhen, Tortoli, Piero, Vray, Didier. Spatial and spectral regularization to discriminate tissues using multispectral photoacoustic imaging[J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2018.
Authors:  Dolet, Aneline;  Varray, Francois;  Mure, Simon;  Grenier, Thomas;  Liu, Yubin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:1.7/1.6 | Submit date：2018/10/30
Photoacoustic Imaging  Multispectral Imaging  Spatial And Spectral Filtering  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
Zhang, Lefei, Zhang, Qian, Du, Bo, Huang, Xin, Tang, Yuan Yan, Tao, Dacheng. Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images[J]. IEEE Transactions on Cybernetics, 2018, 48(1), 16-28.
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan; et al.
Favorite | TC[WOS]:189 TC[Scopus]:239 | Submit date：2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric Conference paper
Luo, Huiwu, Tang, Yuan Yan, Wang, Yulong, Li, Chunli, Wang, Jianzhong, Hu, Tingbo, Li, Hong. Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric[C]. Institute of Electrical and Electronics Engineers Inc.:IEEE, 2017, 394-398.
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Li, Chunli;  Wang, Jianzhong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2018/11/06
Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification