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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, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Tang, Yuan Yan;  Qian, Jiye
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Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
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  |  View/Download:0/0  |  Submit date:2019/02/11
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
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:6/0  |  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  |  View/Download:11/0  |  Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
Hyperspectral image classification using distance metric based 1-dimensional manifold embedding Conference paper
Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, Jeju, 10-13 July 2016
Authors:  HUI-WU LUO;  YU-LONG WANG;  YUAN YAN TANG;  CHUN-LI LI;  JIAN-ZHONG WANG
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Classification  Feature Extraction  High Dimensional Data Analysis  Manifold Learning  Remote Sensing  
Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2016,Volume: 54,Issue: 9,Page: 5319-5340
Authors:  Huiwu Luo;  Yuan Yan Tang;  Yulong Wang;  Jianzhong Wang;  Lina Yang;  Chunli Li;  Tingbo Hu
Favorite  |  View/Download:4/0  |  Submit date:2019/02/11
1-d Embedding  High-dimensional Data Processing  Hyperspectral Image (Hsi) Classification  Manifold Learning (Ml)  Smooth Interpolation  Smooth Ordering  Spatial Context  Spectral-spatial Metric  
A Manifold Alignment Approach for Hyperspectral Image Visualization with Natural Color Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2016,Volume: 54,Issue: 6,Page: 3151-3162
Authors:  Danping Liao;  Yuntao Qian;  Jun Zhou;  Yuan Yan Tang
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Hyperspectral Image (Hsi)  Image Fusion  Manifold Alignment  Visualization  
Sparse discriminative multi-manifold embedding for one-sample face identification Journal article
Pattern Recognition, 2016,Volume: 52,Page: 249
Authors:  Zhang P.;  You X.;  Ou W.;  Philip Chen C.L.;  Cheung Y.-M.
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Face recognition  Manifold embedding  Structured sparse representation  
Manifold-Based Sparse Representation for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2014,Volume: 52,Issue: 12,Page: 7606 - 7618
Authors:  Yuan Yan Tang;  Haoliang Yuan;  Luoqing Li
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Classification  Hyperspectral Image (Hsi)  Laplacian Eigenmap (Le)  Locally Linear Embedding (Lle)  Manifold Learning  Sparse Representation  
Learning orthogonal projections for Isomap Journal article
Neurocomputing, 2013,Volume: 103,Page: 149-154
Authors:  Zheng, Yali;  Fang, Bin;  Tang, Yuan Yan;  Zhang, Taiping;  Liu, Ruizong
Favorite  |  View/Download:5/0  |  Submit date:2018/11/06
Manifold Learning  Isomap  Orthogonal Projection