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Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
Authors:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
Favorite  |  View/Download：50/0  |  Submit date：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Semantic Attention-Based Network for Inshore SAR Ship Detection 会议论文
, Singapore (Virtual), 20-23 May 2021
Authors:  Sun, Wenhao;  Huang, Xiayuan
Adobe PDF(1473Kb)  |  Favorite  |  View/Download：108/9  |  Submit date：2021/06/24
SAR images  ship detection  
Multi-View Feature Selection for PolSAR Image Classification via l(2,1) Sparsity Regularization and Manifold Regularization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 8607-8618
Authors:  Huang, Xiayuan;  Nie, Xiangli
Favorite  |  View/Download：43/0  |  Submit date：2021/12/28
Multi-view feature selection  PolSAR image classification  l(2,1) norm  manifold regularization  
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
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong
View  |  Adobe PDF(8269Kb)  |  Favorite  |  View/Download：151/21  |  Submit date：2020/08/03
Wishart distance  Euclidean distance of polarimetric features  co-regularized graph embedding  dimensionality reduction  PolSAR image feature extraction  
Lightweight Two-Stream Convolutional Neural Network for SAR Target Recognition 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 18, 期号: 0, 页码: 1-5
Authors:  Huang, Xiayuan;  Yang, Qiao;  Qiao, Hong
View  |  Adobe PDF(736Kb)  |  Favorite  |  View/Download：77/30  |  Submit date：2020/10/13
Lightweight  synthetic aperture radar (SAR) target recognition  two-stream convolutional neural network (CNN)  
A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification 会议论文
, Yokohama, Japan, Japan, 28 July-2 Aug. 2019
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
View  |  Adobe PDF(363Kb)  |  Favorite  |  View/Download：65/7  |  Submit date：2020/10/16
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
View  |  Adobe PDF(16269Kb)  |  Favorite  |  View/Download：189/41  |  Submit date：2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Supervised Polsar image classification by combining multiple features 会议论文
, Taipei, Taiwan, 2019/9/22-9/25
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
View  |  Adobe PDF(384Kb)  |  Favorite  |  View/Download：133/30  |  Submit date：2019/10/08
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：52/0  |  Submit date：2020/10/27
Land Cover Classification  Dimensionality Reduction  Feature Extraction  Spatial Information  Polarimetric Signature  Tensor Local Discriminant Embedding  Plosar Image  
极化合成孔径雷达图像特征提取方法研究 研究报告
2018
Authors:  黄夏渊
View  |  Adobe PDF(4090Kb)  |  Favorite  |  View/Download：177/26  |  Submit date：2018/08/23