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An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
Favorite  |  View/Download:6/0  |  Submit date:2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Discriminatively boosted image clustering with fully convolutional auto-encoders 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 83, 页码: 161-173
Authors:  Li, Fengfu;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:53/0  |  Submit date:2018/10/10
Image Clustering  Fully Convolutional Auto-encoder  Representation Learning  Discriminatively Boosted Clustering  
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2966-2979
Authors:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
View  |  Adobe PDF(6075Kb)  |  Favorite  |  View/Download:58/20  |  Submit date:2018/10/08
Land Cover Classification  Dimensionality Reduction  Feature Extraction  Spatial Information  Polarimetric Signature  Tensor Local Discriminant Embedding  Plosar Image  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
Authors:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
View  |  Adobe PDF(3029Kb)  |  Favorite  |  View/Download:122/60  |  Submit date:2017/12/30
Convex Hull Decomposition  Kernel  Online Classification  Projection  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:40/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
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:98/38  |  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  
SAR target configuration recognition based on the biologically inspired model 期刊论文
NEUROCOMPUTING, 2017, 期号: 234, 页码: 185-191
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Wu, Wei;  Qiao, Hong;  Zhang, Bo
View  |  Adobe PDF(1628Kb)  |  Favorite  |  View/Download:92/11  |  Submit date:2017/05/05
Biologically Inspired Model  Sar Target Configuration Recognition  Episodic Features  Semantic Features  Aspect Angle Estimation  
Efficient Fisher Discrimination Dictionary Learning 期刊论文
SIGNAL PROCESSING, 2016, 卷号: 128, 期号: 1, 页码: 28-39
Authors:  Jiang, Rui;  Qiao, Hong;  Zhang, Bo;  Qiao H(乔红)
View  |  Adobe PDF(2109Kb)  |  Favorite  |  View/Download:136/59  |  Submit date:2016/10/20
Fisher Discrimination Dictionary Learning  Nesterov's Accelerated Gradient Method  Face Recognition  Domain Adaptation  
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:92/25  |  Submit date:2016/12/05
Nonconvex Optimization  Polarimetric Synthetic Aperture Radar (Polsar)  Variational Method  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:69/0  |  Submit date:2016/06/14
Isomap  Nonlinear Dimensionality Reduction  Manifold Learning  Pattern Analysis  Multi-manifold Embedding