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Hyperspectral Image Transformer Classification Networks Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022
Authors:  Yang, Xiaofei;  Cao, Weijia;  Lu, Yao;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
3d Convolution Projection  Convolution  Convolution Neural Network  Data Mining  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Task Analysis  Three-dimensional Displays  Transformers  Transformers  
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
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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]:0 | Submit date:2022/05/17
Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
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  
Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 9,Page: 4450-4463
Authors:  Ye, Hailiang;  Li, Hong;  Philip Chen, C. L.
Favorite |  | TC[WOS]:12 TC[Scopus]:8 | Submit date:2021/12/08
Broad Learning System (Bls)  Deep Neural Networks  Hyperspectral Image (Hsi)  Image Denoising  Stability  
Spatial-aware network for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 16
Authors:  Wei, Yantao;  Zhou, Yicong
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/12/08
Deep Learning  Feature Learning  Hyperspectral Image Classification  Spatial-aware Network  
Hydrological cycling optimization-based multiobjective feature-selection method for customer segmentation Journal article
International Journal of Intelligent Systems, 2021,Volume: 36,Issue: 5,Page: 2347-2366
Authors:  Song, Xi;  Liu, Matthew Tingchi;  Liu, Qianying;  Niu, Ben
Adobe PDF | Favorite |  | TC[WOS]:8 TC[Scopus]:8 | Submit date:2021/12/07
Customer Segmentation  Feature Selection  Hydrological Cycling Optimization  Multiobjective Optimization  
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  
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