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Joint deep convolutional feature representation for hyperspectral palmprint recognition Journal article
Information Sciences, 2019,Volume: 489,Page: 167-181
Authors:  Zhao S.;  Zhang B.;  Philip Chen C.L.
Favorite |  | TC[WOS]:18 TC[Scopus]:18 | Submit date:2019/04/04
CNN stack  Hyperspectral palmprint recognition  Joint convolutional feature  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:35 TC[Scopus]:36 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
Multi-scale hierarchical recurrent neural networks for hyperspectral image classification Journal article
NEUROCOMPUTING, 2018,Volume: 294,Page: 82-93
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:30 TC[Scopus]:30 | Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale  
A novel regularized nonnegative matrix factorization for spectral-spatial dimension reduction of hyperspectral imagery Journal article
IEEE Access, 2018,Volume: 6,Page: 77953-77964
Authors:  Yan W.;  Zhang B.;  Yang Z.
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date:2019/04/04
feature extraction  Hyperspectral images  pattern recognition  
3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification Journal article
INFORMATION SCIENCES, 2017,Volume: 420,Page: 49-65
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:19 TC[Scopus]:25 | Submit date:2018/10/30
Hyperspectral Image Classification  3d Multi-resolution Wavelet  Convolutional Neural Networks  Feature Extraction  
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
Multiple one-dimensional embedding clustering scheme for hyperspectral image classification Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2016,Volume: 14,Issue: 2
Authors:  Song Y.;  Li H.;  Wang J.;  Kou K.I.
Favorite |  | TC[WOS]:9 TC[Scopus]:6 | Submit date:2019/02/13
1D multi embedding  hyperspectral image classification  regularization  Sorting