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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  |  View/Download:2/0  |  Submit date:2019/02/11
3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)  
Clustering by learning the non-negative half-space Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Hu K.;  Tian J.;  Tang Y.Y.
Favorite  |  View/Download:1/0  |  Submit date:2019/02/11
Clustering  Half-space  Non-negative representation  
Shared linear encoder-based Gaussian process latent variable model for visual classification Conference paper
MM 2018 - Proceedings of the 2018 ACM Multimedia Conference
Authors:  Li J.;  Lu G.;  Zhang B.;  Zhang D.
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Classification  Gaussian process  Latent variable  Multi-view  
A collaborative-competitive representation based classifier model Journal article
NEUROCOMPUTING, 2018,Volume: 275,Page: 627-635
Authors:  Yuan, Haoliang;  Li, Xuecong;  Xu, Fangyuan;  Wang, Yifei;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Classification  Collaborative Representation  Collaborative-competitive Representation  
Guided learning: A new paradigm for multi-task classification Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Fu J.;  Zhang L.;  Zhang B.;  Jia W.
Favorite  |  View/Download:4/0  |  Submit date:2019/04/04
Domain disparity  Guided learning  Subspace learning  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
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Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Learning the Distribution Preserving Semantic Subspace for Clustering Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 12,Page: 5950-5965
Authors:  Tian, Jinyu;  Zhang, Taiping;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
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Clustering  Distribution Preserving Indexing  Semantic Representation  Local Manifold Structure  
Spectral-Spatial Shared Linear Regression for Hyperspectral Image Classification Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2017,Volume: 47,Issue: 4,Page: 934-945
Authors:  Yuan, Haoliang;  Tang, Yuan Yan
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Hyperspectral Image (Hsi) Classification  Linear Regression  Shared Model  Spatial Structure  Subspace Learning (Sl)  
Spectral-Spatial Response for Hyperspectral Image Classification Journal article
REMOTE SENSING, 2017,Volume: 9,Issue: 3
Authors:  Wei, Yantao;  Zhou, Yicong;  Li, Hong
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
hierarchical framework  hyperspectral image classification  spectral-spatial feature  joint feature learning  subspace learning  
Spectral-spatial response for hyperspectral image classification Journal article
Remote Sensing, 2017,Volume: 9,Issue: 3
Authors:  Wei Y.;  Zhou Y.;  Li H.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/21
Hierarchical Framework  Hyperspectral Image Classification  Joint Feature Learning  Spectral-spatial Feature  Subspace Learning