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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  
Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite |  | TC[WOS]:3 TC[Scopus]:6 | Submit date：2022/05/17
Graph Convolution  Hyperspectral Band Selection  Marginalized Corruption  Self-representation (Sr)  Unsupervised Learning  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
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Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
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)  
GRAPH LEARNING BASED AUTOENCODER FOR HYPERSPECTRAL BAND SELECTION Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Wang, Zhenyu;  Jiang, Xinwei;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
autoencoder  band selection  graph learning  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]:14 TC[Scopus]:8 | Submit date：2021/12/08
Broad Learning System (Bls)  Deep Neural Networks  Hyperspectral Image (Hsi)  Image Denoising  Stability  
A Hybrid Structural Sparsication Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Alex Chichung Kot
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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
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Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
Adobe PDF | Favorite |  | TC[WOS]:41 TC[Scopus]:12 | Submit date：2021/03/11