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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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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
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View/Download:37/0
  |  
Submit date: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
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
Authors:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
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View/Download:49/0
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Submit date:2023/02/07
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
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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View/Download:189/0
  |  
Submit date:2019/03/11
Multiview learning
online classification
passive-aggressive (PA) algorithm
polarimetric synthetic aperture radar (PolSAR)
极化合成孔径雷达图像相干斑抑制和分类方法综述
期刊论文
自动化学报, 2019, 卷号: 45, 期号: 8, 页码: 1419
Authors:
聂祥丽
;
黄夏渊
;
张波
;
乔红
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View/Download:138/0
  |  
Submit date:2020/01/10
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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View/Download:220/0
  |  
Submit date:2018/07/30
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
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View/Download:135/0
  |  
Submit date:2018/07/30
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
Authors:
Huang, Xiayuan
;
Zhang, Bo
;
Qiao, Hong
;
Nie, Xiangli
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View/Download:93/0
  |  
Submit date:2018/07/30
Canonical correlation analysis (CCA)
dimensionality reduction (DR)
local discriminant embedding (LDE)
multiview feature extraction
supervised polarimetric synthetic aperture radar (PolSAR) image classification
SAR target configuration recognition based on the biologically inspired model
期刊论文
NEUROCOMPUTING, 2017, 卷号: 234, 页码: 185-191
Authors:
Huang, Xiayuan
;
Nie, Xiangli
;
Wu, Wei
;
Qiao, Hong
;
Zhang, Bo
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  |  
View/Download:109/0
  |  
Submit date:2018/07/30
Biologically inspired model
SAR target configuration recognition
Episodic features
Semantic features
Aspect angle estimation
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
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  |  
View/Download:97/0
  |  
Submit date:2018/07/30
Nonconvex optimization
polarimetric synthetic aperture radar (PolSAR)
variational method
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 6, 页码: 2620-2634
Authors:
Nie, Xiangli
;
Qiao, Hong
;
Zhang, Bo
;
Huang, Xiayuan
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View/Download:127/0
  |  
Submit date:2018/07/30
Polarimetric synthetic aperture radar (PolSAR)
speckle reduction
nonlocal total variation (NLTV)
complex Wishart distribution
conjugate function
variational model