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Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2102-2106
Authors:  Huang, Xiayuan;  Zhang, Bo;  Qiao, Hong;  Nie, Xiangli
View  |  Adobe PDF(2283Kb)  |  Favorite  |  View/Download:84/33  |  Submit date:2017/12/30
Canonical Correlation Analysis (Cca)  Dimensionality Reduction (Dr)  Local Discriminant Embedding (Lde)  Multiview Feature Extraction  Supervised Polarimetric Synthetic Aperture Radar (Polsar) Image Classification  
A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2016, 卷号: 23, 期号: 10, 页码: 1409-1413
Authors:  Nie, Xiangli;  Zhang, Bo;  Chen, Yunjin;  Qiao, Hong;  Nie, XL
View  |  Adobe PDF(391Kb)  |  Favorite  |  View/Download:76/20  |  Submit date:2016/12/05
Nonconvex Optimization  Polarimetric Synthetic Aperture Radar (Polsar)  Variational Method  
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 6, 页码: 2620-2634
Authors:  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo;  Huang, Xiayuan;  Bo Zhang
View  |  Adobe PDF(5355Kb)  |  Favorite  |  View/Download:98/37  |  Submit date:2016/10/20
Polarimetric Synthetic Aperture Radar (Polsar)  Speckle Reduction  Nonlocal Total Variation (Nltv)  Complex Wishart Distribution  Conjugate Function  Variational Model  
A Variational Model for PolSAR Data Speckle Reduction Based on the Wishart Distribution 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 4, 页码: 1209-1222
Authors:  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo;  Bo Zhang
View  |  Adobe PDF(4732Kb)  |  Favorite  |  View/Download:81/14  |  Submit date:2015/09/18
Polarimetric Synthetic Aperture Radar (Polsar)  Speckle Reduction  Multi-channel Total Variation  Complex Wishart Distribution  Variational Model