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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 H.;  Li H.;  Zhang L.
Favorite | View/Download:6/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2019/04/04
Feature extraction  multiscale feature histograms  principal component analysis (PCA)  quaternion Weber local descriptor (QWLD)  
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 | View/Download:22/0 | TC[WOS]:23 TC[Scopus]:0 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
Wavelet-based extended morphological profile and deep autoencoder for hyperspectral image classification Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 3
Authors:  Luo, Huiwu;  Tani, Yuan Yan;  Biuk-Aghai, Robert P.;  Yang, Xu;  Yang, Lina;  Wang, Yi
Favorite | View/Download:32/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
Constrained Manifold Learning for Hyperspectral Imagery Visualization Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 4,Page: 1213-1226
Authors:  Danping Liao;  Yuntao Qian;  Yuan Yan Tang
Favorite | View/Download:52/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
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 | View/Download:24/0 | TC[WOS]:11 TC[Scopus]:0 | Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale  
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
Favorite | View/Download:22/0 | TC[WOS]:91 TC[Scopus]:0 | Submit date:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
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 | View/Download:6/0 | TC[WOS]:1 TC[Scopus]:0 | 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 | View/Download:30/0 | TC[WOS]:17 TC[Scopus]:0 | Submit date:2018/10/30
Hyperspectral Image Classification  3d Multi-resolution Wavelet  Convolutional Neural Networks  Feature Extraction  
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 | View/Download:4/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/11
Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 6 24, 2015 - 6 26, 2015
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Li, Chunli;  Wang, Jianzhong;  Hu, Tingbo;  Li, Hong
Favorite | View/Download:15/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/11/06
Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification