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Hyperspectral Image Classification Based on Multiscale Spatial Information Fusion Journal article
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017,Volume: 55,Issue: 9,Page: 5302-5312
Authors:  Li, Hong;  Song, Yalong;  Chen, C. L. Philip
Favorite |  | TC[WOS]:16 TC[Scopus]:22 | Submit date:2018/10/30
Hyperspectral image (HSI) classification  local 1-D embedding (L1-DE)  multiscale spatial information  
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  
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
Ideal regularized kernel for hyperspectral image classification Conference paper
International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 7 10, 2016 - 7 15, 2016
Authors:  Peng, Jiangtao;  Zhou, Yicong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/11/06
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 |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2018/11/06
Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification  
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
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 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
Favorite |  | TC[WOS]:20 TC[Scopus]:23 | Submit date:2018/10/30
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 |  | TC[WOS]:14 TC[Scopus]:16 | 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 |  | TC[WOS]:14 TC[Scopus]:16 | Submit date:2018/12/21
Hierarchical Framework  Hyperspectral Image Classification  Joint Feature Learning  Spectral-spatial Feature  Subspace Learning