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Spatial Perception Correntropy Matrix for Hyperspectral Image Classification Journal article
Applied Sciences (Switzerland), 2022,Volume: 12,Issue: 13
Authors:  Zhang, Guochao;  Cao, Weijia;  Wei, Yantao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/02
Correntropy Matrix  Feature Extraction  Hyperspectral Image Classification  Spatial Perception  Spectral-spatial Feature  
Local Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Xinyu;  Wei, Yantao;  Cao, Weijia;  Yao, Huang;  Peng, Jiangtao;  Zhou, Yicong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/05/17
Correntropy Matrix  Feature Extraction  Hyperspectral Image (Hsi) Classification  
Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/17
Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 17
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/12/08
Block Diagonal  Broad Learning System  Classification  Convolutional Neural Network  Hyperspectral Image  
Locally homogeneous covariance matrix representation for hyperspectral image classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021,Volume: 14,Page: 9396-9407
Authors:  Zhang, Xinyu;  Wei, Yantao;  Yao, Huang;  Ye, Zhijing;  Zhou, Yicong;  Zhao, Yue
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date：2022/05/13
Covariance Matrix (Cm)  Entropy Rate Superpixel (Ers) Segmentation  Feature Extraction  Hyperspectral Image (Hsi) Classification  
Spatial-aware network for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 16
Authors:  Wei, Yantao;  Zhou, Yicong
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Deep Learning  Feature Learning  Hyperspectral Image Classification  Spatial-aware Network  
Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss Journal article
Pattern Recognition, 2021,Volume: 112
Authors:  Huang, Ke Kun;  Ren, Chuan Xian;  Liu, Hui;  Lai, Zhao Rong;  Yu, Yu Feng;  Dai, Dao Qing
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Convolutional Neural Network  Discriminative Learning  Hyper-spectral Image Classification  Metric Learning  Triplet Loss  
Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter Journal article
IEEE Transactions on Cybernetics, 2021
Authors:  Huang, Ke Kun;  Ren, Chuan Xian;  Liu, Hui;  Lai, Zhao Rong;  Yu, Yu Feng;  Dai, Dao Qing
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date：2022/05/13
Convolutional neural network (CNN)  discriminant learning  Gabor filter  hyperspectral image (HSI) classification  
Semisupervised Classification of Hyperspectral Image Based on Graph Convolutional Broad Network Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021,Volume: 14,Page: 2995-3005
Authors:  Wang, Haoyu;  Cheng, Yuhu;  Chen, C. L.Philip;  Wang, Xuesong
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Broad learning  classification  hyperspectral image (HSI)  sample expansion  semisupervised learning  
Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2021
Authors:  Ye, Zhijing;  Qian, Tao;  Zhang, Liming;  Dai, Lei;  Li, Hong;  Benediktsson, Jon Atli
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/13
Adaptive Fourier Decomposition (Fd) (aFd)  Functional Spectral-spatial Features  Hyperspectral Image (Hsi) Classification  Rational Orthogonal Function System.