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A constrained least squares regression model Journal article
Information Sciences, 2018,Volume: 429,Page: 247-259
作者:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
收藏  |  浏览/下载:11/0  |  提交时间:2018/10/30
Least Squares Regression  Soft Target Label  Multicategory Classification  
A collaborative-competitive representation based classifier model Journal article
NEUROCOMPUTING, 2018,Volume: 275,Page: 627-635
作者:  Yuan, Haoliang;  Li, Xuecong;  Xu, Fangyuan;  Wang, Yifei;  Lai, Loi Lei;  Tang, Yuan Yan
收藏  |  浏览/下载:14/0  |  提交时间:2018/10/30
Classification  Collaborative Representation  Collaborative-competitive Representation  
Semi-supervised graph-based retargeted least squares regression Journal article
Signal Processing, 2018,Volume: 142,Page: 188-193
作者:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
收藏  |  浏览/下载:14/0  |  提交时间:2018/10/30
Graph Learning  Retargeted Least Squares Regression (Relsr)  Multicategory Classification  
Spectral-Spatial Shared Linear Regression for Hyperspectral Image Classification Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2017,Volume: 47,Issue: 4,Page: 934-945
作者:  Yuan, Haoliang;  Tang, Yuan Yan
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Hyperspectral Image (Hsi) Classification  Linear Regression  Shared Model  Spatial Structure  Subspace Learning (Sl)  
Learning With Hypergraph for Hyperspectral Image Feature Extraction Journal article
IEEE Geoscience and Remote Sensing Letters, 2015,Volume: 12,Issue: 8,Page: 1695-1699
作者:  Haoliang Yuan;  Yuan Yan Tang
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/11
Classification  Feature Extraction  Hypergraph Embedding  Spatial Neighborhood  
Sparse Representation Based on Set-to-Set Distance for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015,Volume: 8,Issue: 6,Page: 2464-2472
作者:  Haoliang Yuan;  Yuan Yan Tang
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/11
Hyperspectral Image (Hsi) Classification  Patch-based  Set-to-set Distance  Sparse Representation  
Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2015,Volume: 53,Issue: 5,Page: 2467 - 2480
作者:  Yuan Yan Tang;  Yang Lu;  Haoliang Yuan
收藏  |  浏览/下载:8/0  |  提交时间:2018/10/30
3-d Scattering Wavelet Transform  3-d Spatial Filtering  Classification  Hyperspectral Image (Hsi)  Spectral-spatial  
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
作者:  Yuan Yan Tang;  Haoliang Yuan;  Luoqing Li
收藏  |  浏览/下载:7/0  |  提交时间:2018/10/30
Classification  Hyperspectral Image (Hsi)  Laplacian Eigenmap (Le)  Locally Linear Embedding (Lle)  Manifold Learning  Sparse Representation  
A Novel Sparsity-Based Framework Using Max Pooling Operation for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 8,Page: 3570 - 3576
作者:  Haoliang Yuan;  Yuan Yan Tang
收藏  |  浏览/下载:2/0  |  提交时间:2019/04/30
Classification  Hyperspectral Image (Hsi)  Max Pooling Operation  Sparse Coding  Support Vector Machine  
Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 6,Page: 2035-2043
作者:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/11
Classification  Dimension Reduction  Hyperspectral Image (Hsi)  Linear Discriminant Analysis (Lda)  Spectral-spatial