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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  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2019,Volume: 16,Issue: 2,Page: 241-245
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.;  Tang Y.Y.
Favorite |  | TC[WOS]:25 TC[Scopus]:29 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
Edge-smoothing-based distribution preserving hyperspherical embedding for hyperspectral image classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin A.;  Shang Z.;  Tian J.;  Zhang T.;  Tang Y.Y.;  Qian J.
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2019/02/11
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
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  
Autoencoder with extended morphological profile for hyperspectral image classification Conference paper
2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
Authors:  Luo H.;  Tang Y.Y.;  Yang X.;  Yang L.;  Li H.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/11
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  
Feature extraction based on discriminant analysis with penalty constra int for hyperspectral image cl assification Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Luo H.W.;  Yang L.N.;  Li Y.-M.;  Yuan H.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Dimension reduction  Feature extraction  Hyperspectral image classification  Linear discriminant analysis  Penalty discriminant analysis