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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)  
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:61/22  |  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  
An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification 会议论文
, Beijing, 8.20-8.24
Authors:  Nie, Xiangli;  Yongkang Luo;  Bo Zhang;  Hong Qiao;  Zhongping Jiang
View  |  Adobe PDF(334Kb)  |  Favorite  |  View/Download:72/21  |  Submit date:2018/10/08
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  
A new nonlocal TV-based variational model for SAR image despeckling based on the G(0) distribution 期刊论文
DIGITAL SIGNAL PROCESSING, 2017, 卷号: 68, 期号: 68, 页码: 44-56
Authors:  Nie, Xiangli;  Huang, Xiayuan;  Feng, Wensen
View  |  Adobe PDF(4217Kb)  |  Favorite  |  View/Download:78/26  |  Submit date:2017/12/30
Synthetic Aperture Radar (Sar)  Speckle Noise  g(0) Distribution  Nonlocal Total Variation (Nltv)  Primal-dual Algorithm  Mellin Transform (Mt)  
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  
PolSAR Data Online Classification Based on Multi-view Learning 会议论文
, Beijing, 17-20 Sept. 2017
Authors:  Nie XL(聂祥丽);  Shuguang Ding;  Hong Qiao;  Bo Zhang;  Xiayuan Huang
View  |  Adobe PDF(614Kb)  |  Favorite  |  View/Download:49/11  |  Submit date:2018/10/08
Real-time 3D work-piece tracking with monocular camera based on static and dynamic model libraries 期刊论文
ASSEMBLY AUTOMATION, 2017, 卷号: 37, 期号: 2, 页码: 219-229
Authors:  Zhu, Wenjun;  Wang, Peng;  Li, Rui;  Nie, Xiangli
View  |  Adobe PDF(752Kb)  |  Favorite  |  View/Download:97/26  |  Submit date:2017/07/18
3d Tracking  Automation Assembly  
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