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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
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Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
Authors:  Wang, Kaidong;  Wang Y(王尧);  Zhao XL(赵熙乐);  Chan, Jonathan Cheung-Wai;  Xu ZB(徐宗本);  Meng DY(孟德宇)
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Hyperspectral (HS) image  image fusion  nonlocal tensor decomposition  spatial enhancement  spectral unmixing  
Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
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Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Scale adaptive part-based tracking method using multiple correlation filters 期刊论文
Optical Engineering, 2019, 卷号: 58, 期号: 5, 页码: 1-12
Authors:  Chen HY(陈宏宇);  Luo HB(罗海波);  Chen FL(陈法领);  Hui B(惠斌);  Chang Z(常铮)
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target tracking  correlation filter  scale estimation  deformable parts model  computer vision  
Preface (ICIRA 2019 Part.I) 会议论文
Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings, Shenyang, China, August 8-11, 2019
Authors:  Yu HB(于海斌);  Liu JG(刘金国);  Liu LQ(刘连庆);  Liu YW(刘玉旺);  Zhou, Dalin
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Unknown noise removal via sparse representation model 期刊论文
ISA Transactions, 2019, 卷号: 94, 页码: 135-143
Authors:  Zhang JC(张俊超);  Luo HB(罗海波);  Hui B(惠斌);  Chang Z(常铮);  Zhang XY(张祥越)
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Image denoising  Mixed noise  Sparse representation  Dictionary learning  
Novel event analysis for human-machine collaborative underwater exploration 期刊论文
Pattern Recognition, 2019, 卷号: 96, 页码: 1-11
Authors:  Cong Y(丛杨);  Fan BJ(范保杰);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Liu KZ(刘开周);  Luo JB(罗杰波)
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Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 4, 页码: 1227-1243
Authors:  Wang Y(王尧);  Peng, Jiangjun;  Zhao Q(赵谦);  Leung, Yee;  Zhao XL(赵熙乐);  Meng DY(孟德宇)
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Hyperspectral Image (Hsi)  Low-rank Tensor Decomposition  Mixed Noise  Total Variation (Tv)