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Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Dictionary Decomposition  Hyperspectral Image (Hsi)  Low-rank Constraint  Sparse Model  Target Detection  
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 |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2019/02/11
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
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  
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
Authors:  Haoliang Yuan;  Yuan Yan Tang
Favorite |  | TC[WOS]:19 TC[Scopus]:20 | Submit date:2019/02/11
Hyperspectral Image (Hsi) Classification  Patch-based  Set-to-set Distance  Sparse Representation  
Extreme Learning Machine with Composite Kernels for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015,Volume: 8,Issue: 6,Page: 2351
Authors:  Zhou Y.;  Peng J.;  Chen C.L.P.
Favorite |  | TC[WOS]:103 TC[Scopus]:120 | Submit date:2018/10/30
Composite Kernel (Ck)  Extreme Learning Machine (Elm)  Hyperspectral Image (Hsi) Classification  
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
Authors:  Haoliang Yuan;  Yuan Yan Tang
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date: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
Authors:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
Favorite |  | TC[WOS]:12 TC[Scopus]:19 | Submit date:2019/02/11
Classification  Dimension Reduction  Hyperspectral Image (Hsi)  Linear Discriminant Analysis (Lda)  Spectral-spatial  
Hyperspectral Image Classification Based on Regularized Sparse Representation Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,Volume: 7,Issue: 6,Page: 2174 - 2182
Authors:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
Favorite |  | TC[WOS]:27 TC[Scopus]:31 | Submit date:2018/10/30
Classification  Hyperspectral Image (Hsi)  Regularized Sparse Representation (Rsr)  Spatial Neighborhood