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Online Similarity Learning for Big Data with Overfitting 期刊论文
IEEE Transactions on Big Data, 2018, 卷号: 4, 期号: 1, 页码: 78-89
Authors:  Cong Y(丛杨);  Liu J(刘霁);  Fan BJ(范保杰);  Zeng P(曾鹏);  Yu HB(于海斌);  Luo JB(罗杰波)
Adobe PDF(930Kb)  |  Favorite  |  View/Download:266/22  |  Submit date:2017/12/21
Online Learning  Similarity Learning  Low Rank  Sparse Representation  Feature Selection  Overfitting  Redundancy  
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)
View  |  Adobe PDF(3983Kb)  |  Favorite  |  View/Download:289/55  |  Submit date:2016/12/29
Sparse Representation  Norm  Dictionary Learning  Dictionary Selection  Forward-backward  Greedy Method  
User-curated image collections: Modeling and recommendation 会议论文
Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015, Santa Clara, CA, United states, October 29-November 1, 2015
Authors:  Li, Yuncheng;  Mei T(梅涛);  Cong Y(丛杨);  Luo JB(罗杰波)
View  |  Adobe PDF(1100Kb)  |  Favorite  |  View/Download:98/16  |  Submit date:2016/04/30
Image Collection  Similarity Measure  Visual Features  Sparse Representation  Metric Learning  
Online Learning Discriminative Dictionary with Label Information for Robust Object Tracking 期刊论文
ABSTRACT AND APPLIED ANALYSIS, 2014, 页码: 1-12
Authors:  Fan BJ(范保杰);  Du YK(杜英魁);  Cong Y(丛杨)
View  |  Adobe PDF(6891Kb)  |  Favorite  |  View/Download:387/57  |  Submit date:2014/08/10
Sparse Appearance Model  Visual Tracking  Feature-selection  K-svd  Representation  Recognition  Features