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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
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
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  
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  
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
Adobe PDF | Favorite |  | TC[WOS]:9 TC[Scopus]:0 | Submit date:2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
A Novel Rank Approximation Method for Mixture Noise Removal of Hyperspectral Images Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2019,Volume: 57,Issue: 7,Page: 4457-4469
Authors:  Ye, Hailiang;  Li, Hong;  Yang, Bing;  Cao, Feilong;  Tang, Yuanyan
Favorite |  | TC[WOS]:16 TC[Scopus]:16 | Submit date:2022/05/17
Denoising  hyperspectral images (HSIs)  low rank  remote sensing  smooth approximation  
Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 6,Page: 1790-1802
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite |  | TC[WOS]:73 TC[Scopus]:70 | Submit date:2022/05/17
Classification  Hyperspectral Image (Hsi)  Inhomogeneous Pixels  Joint Sparse Representation (Jsr)  Maximum Likelihood Estimation (Mle)  
Quaternion-based multiscale analysis for feature extraction of hyperspectral images Journal article
IEEE Transactions on Signal Processing, 2019,Volume: 67,Issue: 6,Page: 1418-1430
Authors:  Li, Huizhen;  Li, Hong;  Zhang, Liming
Favorite |  | TC[WOS]:15 TC[Scopus]:17 | Submit date:2019/04/04
Feature Extraction  Multiscale Feature Histograms  Principal Component Analysis (Pca)  Quaternion Weber Local Descriptor (Qwld)  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Journal article
International Journal of Pattern Recognition and Artificial Intelligence, 2019,Volume: 33,Issue: 3
Authors:  Li, Ailin;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
Favorite |  | TC[WOS]:8 TC[Scopus]:7 | Submit date:2022/04/15
3d Edge-preserving Filters (3d Epfs)  Hyperspectral Images (Hsis)  Intensity Differences  Sparse Subspace Clustering (Ssc)  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Li A.;  Qin A.;  Hu S.;  Shang Z.;  Tang Y.Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)