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Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2019,Volume: 57,Issue: 3,Page: 1585 - 1595
Authors:  Xueqi Ma;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite | View/Download:44/0 | TC[WOS]:32 TC[Scopus]:0 | Submit date:2019/03/26
Hypergraph  Manifold Learning  P-laplacian  Remote Sensing  Semi-supervised Learning  
p-Laplacian Regularization for Indoor Scene Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 14
Authors:  Weifeng Liu;  Xueqi Ma;  Yicong Zhou;  Dapeng Tao;  Jun Cheng
Favorite | View/Download:14/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/03/26
Laplacian Regularization (Lapr)  Manifold Learning  P-laplacian  Scene Recognition  Semi-supervised Learning (Ssl)  
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:53/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
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  
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:19/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
Error analysis for the semi-supervised algorithm under maximum correntropy criterion Journal article
NEUROCOMPUTING, 2017,Volume: 223,Page: 45-53
Authors:  Zuo, Ling;  Wang, Yulong
Favorite | View/Download:23/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Semi-supervised learning  Correntropy  Excess generalization error  Manifold error  
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:10/0 | TC[WOS]:0 TC[Scopus]: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:8/0 | TC[WOS]:16 TC[Scopus]: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  
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:10/0 | TC[WOS]:0 TC[Scopus]: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:14/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/11/06
Manifold Learning  Isomap  Orthogonal Projection