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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
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View/Download:15/0
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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, 期号: 0, 页码: 1-5
Authors:
Huang, Xiayuan
;
Yang, Qiao
;
Qiao, Hong
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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
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View/Download:2/0
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Submit date:2020/10/16
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
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Submit date: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
Authors:
Nie, Xiangli
;
Ding, Shuguang
;
Huang, Xiayuan
;
Qiao, Hong
;
Zhang, Bo
;
Jiang, Zhong-Ping
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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
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Submit date:2020/10/27
Land Cover Classification
Dimensionality Reduction
Feature Extraction
Spatial Information
Polarimetric Signature
Tensor Local Discriminant Embedding
Plosar Image
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
Authors:
Huang, Xiayuan
;
Qiao, Hong
;
Bo, Zhang
;
Nie, Xiangli
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View/Download:2/0
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Submit date:2020/10/13
land cover classification
dimensionality reduction
tensor local discriminant analysis
PolSAR 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
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Submit date:2018/08/23
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
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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
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View/Download:125/41
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Submit date:2017/12/30
Synthetic Aperture Radar (Sar)
Speckle Noise
g(0) Distribution
Nonlocal Total Variation (Nltv)
Primal-dual Algorithm
Mellin Transform (Mt)