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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
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
  |  
浏览/下载:46/0
  |  
提交时间: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
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
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/02/07
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
Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 8, 页码: 1456-1460
作者:
Nie, Xiangli
;
Gao, Ruofei
;
Wang, Rui
;
Xiang, Deliang
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/02
Vegetation
Forestry
Random forests
Feature extraction
Remote sensing
Data models
Training data
Deep forest
online multiview learning
polarimetric synthetic aperture radar (PolSAR)
remote sensing data classification
Comparision of Methods for Polarimetric SAR Tomography with Small Number of Baselines in Forested Areas
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 5, 页码: 1073-1079
作者:
Liang, Lei
;
Zhou, Chenghu
;
Li, Xinwu
;
Gao, Xizhang
;
Wu, Wenjin
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  |  
浏览/下载:1/0
  |  
提交时间:2020/05/19
compressed sensing
radar polarimetry
synthetic aperture radar
tomography
vegetation estimation
polarimetric SAR tomography
temporal decorrelation
multibaseline acquisition
synthetic aperture radar tomography
compressive sensing-based Pol-TomoSAR
Synthetic aperture radar (SAR)
Polarimetric SAR
SAR tomography
Compressive sensing
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
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2019/03/11
Multiview learning
online classification
passive-aggressive (PA) algorithm
polarimetric synthetic aperture radar (PolSAR)
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
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2019/07/12
Multiview learning
online classification
passive-aggressive (PA) algorithm
polarimetric synthetic aperture radar (PolSAR)
A PolinSAR Inversion Error Model on Polarimetric System Parameters for Forest Height Mapping
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 8
作者:
Wang, Xiao
;
Xu, Feng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Forest height error model
polarimetric synthetic aperture radar (SAR) interferometry (PolinSAR)
polarimetric system requirement
Multifrequency Polarimetric SAR Image Despeckling by Iterative Nonlocal Means Based on a Space-Frequency Information Joint Covariance Matrix
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: Vol.12 No.1, 页码: 274-284
作者:
Ma, Xiaoshuang
;
Shen, Huanfeng
;
Wu, Penghai
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/04/24
Nonlocal means
polarimetric synthetic aperture radar
speckle filtering
Wishart distribution
Co-polarization channel imbalance phase estimation by corner-reflector-like targets
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 147
作者:
Shi, Lei
;
Li, Pingxiang
;
Yang, Jie
;
Zhang, Liangpei
;
Ding, Xiaoli
收藏
  |  
浏览/下载:150/0
  |  
提交时间:2019/12/05
Polarimetric synthetic aperture radar
Corner reflector
Target detection
Calibration
A Global Weighted Least-Squares Optimization Framework for Speckle Filtering of PolSAR Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3
作者:
Ren, Yexian
;
Yang, Jie
;
Zhao, Lingli
;
Li, Pingxiang
;
Liu, Zhiqu
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
Global weighted least squares (GWLS)
Lee filter
polarimetric synthetic aperture radar (PolSAR) speckle
spatially inhomogeneous Laplacian matrix
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