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Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
Authors:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
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Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
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:193/0  |  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  
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:123/0  |  Submit date:2021/12/28
Multi-view feature selection  PolSAR image classification  l(2,1) norm  manifold regularization  
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
Authors:  Nie, Xiangli;  Gao, Ruofei;  Wang, Rui;  Xiang, Deliang
Favorite  |  View/Download:185/0  |  Submit date: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  
面向腔内被动式立体成像的多目偏振视觉系统标定研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  高彰
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立体成像  多目视觉  相机标定  图案  偏振  
Computational Intelligence in Remote Sensing Image Registration: A survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:  Yue Wu;  Jun-Wei Liu;  Chen-Zhuo Zhu;  Zhuang-Fei Bai;  Qi-Guang Miao;  Wen-Ping Ma;  Mao-Guo Gong
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Computational intelligence  evolutionary computation  neural network  deep learning  remote sensing image registration  
An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification 会议论文
, Beijing, 8.20-8.24
Authors:  Nie, Xiangli;  Yongkang Luo;  Bo Zhang;  Hong Qiao;  Zhongping Jiang
Favorite  |  View/Download:57/0  |  Submit date: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
Authors:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
Favorite  |  View/Download:109/0  |  Submit date: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
Authors:  Huang, Xiayuan;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
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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
View  |  Adobe PDF(6084Kb)  |  Favorite  |  View/Download:117/52  |  Submit date:2020/10/13
land cover classification  dimensionality reduction  tensor local discriminant analysis  PolSAR image