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CASIA OpenIR
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PolSAR Data Online Classification Based on Multi-view Learning 会议论文
, Beijing, 17-20 Sept. 2017
作者:  Nie XL(聂祥丽);  Shuguang Ding;  Hong Qiao;  Bo Zhang;  Xiayuan Huang
收藏  |  浏览/下载：41/0  |  提交时间：2020/10/27
An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification 会议论文
, Beijing, 8.20-8.24
作者:  Nie, Xiangli;  Yongkang Luo;  Bo Zhang;  Hong Qiao;  Zhongping Jiang
收藏  |  浏览/下载：58/0  |  提交时间：2020/10/27
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
作者:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
收藏  |  浏览/下载：139/0  |  提交时间：2020/10/27
Land Cover Classification  Dimensionality Reduction  Feature Extraction  Spatial Information  Polarimetric Signature  Tensor Local Discriminant Embedding  Plosar Image  
A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification 会议论文
, Yokohama, Japan, Japan, 28 July-2 Aug. 2019
作者:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
浏览  |  Adobe PDF(363Kb)  |  收藏  |  浏览/下载：195/59  |  提交时间：2020/10/16
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 期号: 27(6), 页码: 2966-2979
作者:  Huang, Xiayuan;  Qiao, Hong;  Bo, Zhang;  Nie, Xiangli
浏览  |  Adobe PDF(6084Kb)  |  收藏  |  浏览/下载：177/70  |  提交时间：2020/10/13
land cover classification  dimensionality reduction  tensor local discriminant analysis  PolSAR image  
PolSAR Image Feature Extraction via Co-Regularized Graph Embedding 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 19
作者:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong
浏览  |  Adobe PDF(8269Kb)  |  收藏  |  浏览/下载：374/79  |  提交时间：2020/08/03
Wishart distance  Euclidean distance of polarimetric features  co-regularized graph embedding  dimensionality reduction  PolSAR image feature extraction  
Supervised Polsar image classification by combining multiple features 会议论文
, Taipei, Taiwan, 2019/9/22-9/25
作者:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
浏览  |  Adobe PDF(384Kb)  |  收藏  |  浏览/下载：284/92  |  提交时间：2019/10/08
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
作者:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
浏览  |  Adobe PDF(16269Kb)  |  收藏  |  浏览/下载：426/79  |  提交时间：2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
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
作者:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
浏览  |  Adobe PDF(3029Kb)  |  收藏  |  浏览/下载：408/134  |  提交时间：2017/12/30
Convex Hull Decomposition  Kernel  Online Classification  Projection  
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
作者:  Huang, Xiayuan;  Zhang, Bo;  Qiao, Hong;  Nie, Xiangli
浏览  |  Adobe PDF(2283Kb)  |  收藏  |  浏览/下载：373/115  |  提交时间：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