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Ideal Regularized Composite Kernel for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017,Volume: 10,Issue: 4,Page: 1563-1574
Authors:  Peng, Jiangtao;  Chen, Hong;  Zhou, Yicong;  Li, Luoqing
Favorite |  | TC[WOS]:22 TC[Scopus]:21 | Submit date:2018/10/30
Composite Kernel (Ck)  Hyperspectral Image (Hsi) Classification  Ideal Kernel  Regularization  
Spectral-spatial response for hyperspectral image classification Journal article
Remote Sensing, 2017,Volume: 9,Issue: 3
Authors:  Wei Y.;  Zhou Y.;  Li H.
Favorite |  | TC[WOS]:14 TC[Scopus]:16 | Submit date:2018/12/21
Hierarchical Framework  Hyperspectral Image Classification  Joint Feature Learning  Spectral-spatial Feature  Subspace Learning  
Ideal Regularized Kernels for Hyperspectral Image Classification Conference paper
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 10-15 July 2016
Authors:  Jiangtao Peng;  Yicong Zhou
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/03/26
Hyperspectral Image Classification  Ideal Kernel  Regularization  Composite Kernel  
Stacked Tensor Subspace Learning for hyperspectral image classification Conference paper
Proceedings of the International Joint Conference on Neural Networks, Vancouver, CANADA, JUL 24-29, 2016
Authors:  Wei Y.;  Zhou Y.
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/12/21
Learning Hierarchical Spectral-Spatial Features for Hyperspectral Image Classification Journal article
IEEE Transactions on Cybernetics, 2016,Volume: 46,Issue: 7,Page: 1667
Authors:  Zhou Y.;  Wei Y.
Favorite |  | TC[WOS]:69 TC[Scopus]:79 | Submit date:2018/10/30
Hierarchical Learning  Hyperspectral Image Classification  Kernel-based Extreme Learning Machine  Spectral-spatial Feature  
Region-Kernel-Based Support Vector Machines for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2015,Volume: 53,Issue: 9,Page: 4810
Authors:  Peng J.;  Zhou Y.;  Chen C.L.P.
Favorite |  | TC[WOS]:80 TC[Scopus]:87 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image (Hsi) Classification  Region Kernel  Support Vector Machine (Svm)  
Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015,Volume: 8,Issue: 6,Page: 2351
Authors:  Zhou Y.;  Peng J.;  Chen C.L.P.
Favorite |  | TC[WOS]:103 TC[Scopus]:122 | Submit date:2018/10/30
Composite Kernel (Ck)  Extreme Learning Machine (Elm)  Hyperspectral Image (Hsi) Classification  
Dimension reduction using spatial and spectral regularized local discriminant embedding for hyperspectral image classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2015,Volume: 53,Issue: 2,Page: 1082
Authors:  Zhou Y.;  Peng J.;  Chen C.L.P.
Favorite |  | TC[WOS]:146 TC[Scopus]:162 | Submit date:2018/10/30
Dimension Reduction (Dr)  Hyperspectral Image (Hsi)  Local Pixel Neighborhood Preserving Embedding (Lpnpe)  Regularized Local Discriminant Embedding (Rlde)  
Multi-scale patch based box kernels for hyperspectral image classification Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, OCT 05-08, 2014
Authors:  Peng J.;  Zhou Y.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/12/21
Box Kernels  Classification  Hyperspectral Image  Multi-scale  Support Vector Machine  
Spatial-spectral metric learning for hyperspectral remote sensing image classification Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, San Diego, CA, AUG 18, 2014
Authors:  Peng J.;  Zhou Y.;  Chen C.L.P.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/12/21
Classification  Dimension Reduction  Hyperspectral Image  Metric Learning