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数学与系统科学研究... [12]
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期刊论文 [31]
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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
作者:
Nie, Xiangli
;
Deng, Zhiguang
;
He, Mingdong
;
Fan, Mingyu
;
Tang, Zheng
收藏
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浏览/下载：5/0
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提交时间：2023/11/16
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)
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
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浏览/下载：34/0
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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：6/0
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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
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
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
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浏览/下载：20/0
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提交时间：2022/07/25
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
Lifelong CycleGAN for continual multi-task image restoration
期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 153, 页码: 183-189
作者:
Li, Yuping
;
Nie, Xiangli
;
Diao, Wenhui
;
Zheng, Suiwu
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浏览/下载：38/0
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提交时间：2022/02/16
Image restoration
Lifelong
continual learning
CycleGAN
Knowledge distillation
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
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
收藏
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浏览/下载：2/0
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提交时间：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
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
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浏览/下载：54/0
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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
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
作者:
Huang, Xiayuan
;
Nie, Xiangli
收藏
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浏览/下载：23/0
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提交时间：2021/12/28
Multi-view feature selection
PolSAR image classification
l(2,1) norm
manifold regularization
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
作者:
Huang, Xiayuan
;
Nie, Xiangli
;
Qiao, Hong
收藏
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浏览/下载：15/0
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提交时间：2020/08/03
Wishart distance
Euclidean distance of polarimetric features
co-regularized graph embedding
dimensionality reduction
PolSAR image feature extraction
A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification
会议论文
Yokohama, Japan, Japan, 28 July-2 Aug. 2019
作者:
Huang, Xiayuan
;
Nie, Xiangli
;
Qiao, Hong
;
Zhang, Bo
收藏
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浏览/下载：6/0
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提交时间：2020/10/16
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