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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:22/0  |  Submit date:2019/03/11
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
极化合成孔径雷达图像相干斑抑制和分类方法综述 期刊论文
自动化学报, 2019, 卷号: 45, 期号: 8, 页码: 1419
Authors:  聂祥丽;  黄夏渊;  张波;  乔红
Favorite  |  View/Download:17/0  |  Submit date:2020/01/10
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
Favorite  |  View/Download:23/0  |  Submit date:2018/07/30
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
Favorite  |  View/Download:19/0  |  Submit date:2018/07/30
Convex hull decomposition  kernel  online classification  projection  
An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification 期刊论文
International Conference on Pattern Recognition, 2018, 页码: 2251
Authors:  Nie, Xiangli;  Luo, Yongkang;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
Favorite  |  View/Download:11/0  |  Submit date:2019/12/31
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
Authors:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:11/0  |  Submit date:2019/12/31
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
Authors:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
Favorite  |  View/Download:11/0  |  Submit date:2019/12/31
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
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
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, 卷号: 234, 页码: 185-191
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Wu, Wei;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
Biologically inspired model  SAR target configuration recognition  Episodic features  Semantic features  Aspect angle estimation  
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
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
Nonconvex optimization  polarimetric synthetic aperture radar (PolSAR)  variational method