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Online Active Continual Learning for Robotic Lifelong Object Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
Authors:  Nie, Xiangli;  Deng, Zhiguang;  He, Mingdong;  Fan, Mingyu;  Tang, Zheng
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Task analysis  Robots  Data models  Object recognition  Learning systems  Training  Heuristic algorithms  Catastrophic forgetting  lifelong object recognition  online active learning (OAL)  online continual learning (OCL)  
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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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  
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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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  
Lifelong CycleGAN for continual multi-task image restoration 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 153, 页码: 183-189
Authors:  Li, Yuping;  Nie, Xiangli;  Diao, Wenhui;  Zheng, Suiwu
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Image restoration  Lifelong  continual learning  CycleGAN  Knowledge distillation  
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
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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  
PolSAR Data Online Classification Based on Multi-view Learning 会议论文
, Beijing, 17-20 Sept. 2017
Authors:  Nie XL(聂祥丽);  Shuguang Ding;  Hong Qiao;  Bo Zhang;  Xiayuan Huang
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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
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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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