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Reliable Multi-Kernel Subtask Graph Correlation Tracker 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 8120-8133
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tian JD(田建东);  Tang YD(唐延东)
Adobe PDF(9487Kb)  |  Favorite  |  View/Download:77/11  |  Submit date:2020/08/28
Target tracking  Correlation  Kernel  Feature extraction  Robustness  Laplace equations  Layered multi-subtask learning  correction filter tracking  temporal-spatial consistency  object tracking  
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)
Adobe PDF(1858Kb)  |  Favorite  |  View/Download:316/81  |  Submit date:2018/07/31
Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Anomaly detection via adaptive greedy model 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 369-379
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Liu J(刘霁);  Xu XW(徐晓伟)
Adobe PDF(2529Kb)  |  Favorite  |  View/Download:287/46  |  Submit date:2018/12/16
Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
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)
Adobe PDF(3819Kb)  |  Favorite  |  View/Download:196/47  |  Submit date:2019/08/18
Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
Dual Graph Regularized Discriminative Multitask Tracker 期刊论文
IEEE Transactions on Multimedia, 2018, 卷号: 20, 期号: 9, 页码: 2303-2315
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(5057Kb)  |  Favorite  |  View/Download:213/25  |  Submit date:2018/02/24
Multi-task Tracker  Discriminative Low Rank Learning  Geometric Structure Information  Graph Regularization  Collaborate Metric  
Structured and weighted multi-task low rank tracker 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨);  Tang YD(唐延东)
Adobe PDF(4183Kb)  |  Favorite  |  View/Download:197/48  |  Submit date:2018/09/04
Robust multi-subtask learning  Structured and weighted low rank  Group-sparsity regularization  Normalized collaboration metric  
Adaptive Greedy Dictionary Selection for Web Media Summarization 期刊论文
IEEE Transactions on Image Processing, 2017, 卷号: 26, 期号: 1, 页码: 185-195
Authors:  Cong Y(丛杨);  Liu J(刘霁);  Sun G(孙干);  You, Quanzeng;  Li, Yuncheng;  Luo JB(罗杰波)
Adobe PDF(3983Kb)  |  Favorite  |  View/Download:355/77  |  Submit date:2016/12/29
Sparse Representation  Norm  Dictionary Learning  Dictionary Selection  Forward-backward  Greedy Method  
Layered Multitask Tracker via Spatial-Temporal Laplacian Graph 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2017, 卷号: 24, 期号: 12, 页码: 1768-1772
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨)
Adobe PDF(647Kb)  |  Favorite  |  View/Download:126/21  |  Submit date:2018/01/06
Object Tracking  Reverse Layered Multitask Learning  Spatial-temporal Laplacian Graphs  Weighted Similarity Map  
Online structured sparse learning with labeled information for robust object tracking 期刊论文
Journal of Electronic Imaging, 2017, 卷号: 26, 期号: 1, 页码: 1-16
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tang YD(唐延东)
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Robust Object Tracking  Online Dictionary Learning And Updating  Robust Sparse Coding  Prior Information  Joint Decision Metric  
UDSFS: Unsupervised deep sparse feature selection 期刊论文
Neurocomputing, 2016, 卷号: 196, 页码: 150-158
Authors:  Cong Y(丛杨);  Wang S(王帅);  Fan BJ(范保杰);  Yang YS(杨云生);  Yu HB(于海斌)
Adobe PDF(1003Kb)  |  Favorite  |  View/Download:431/60  |  Submit date:2016/04/13
Deep Sparse  Feature Selection  Machine Learning  Group Sparsity  Computer Aided Diagnosis