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Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
Authors:  Jiao,Yifan;  Li,Zhetao;  Huang,Shucheng;  Yang,Xiaoshan;  Liu,Bin;  Zhang,Tianzhu
View  |  Adobe PDF(4692Kb)  |  Favorite  |  View/Download:128/47  |  Submit date:2018/10/10
Video Highlight Detection  Attention Model  Deep Ranking  
Multimodal Web Aesthetics Assessment Based on Structural SVM and Multitask Fusion Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 6, 页码: 1062-1076
Authors:  Wu, Ou;  Zuo, Haiqiang;  Hu, Weiming;  Li, Bing;  Ou Wu
View  |  Adobe PDF(757Kb)  |  Favorite  |  View/Download:136/43  |  Submit date:2016/10/20
Aesthetic Features  Fusion  Local Features  Multitask Learning  Visual Aesthetics  Web Pages  
Folksonomy-Based Visual Ontology Construction and Its Applications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 4, 页码: 702-713
Authors:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Ghoneim, Ahmed
View  |  Adobe PDF(1067Kb)  |  Favorite  |  View/Download:153/56  |  Submit date:2016/10/20
Knowledge Discovery  Ontology  Visual Recognition  
Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 1, 页码: 76-89
Authors:  Hu, Weiming;  Ding, Xinmiao;  Li, Bing;  Wang, Jianchao;  Gao, Yan;  Wang, Fangshi;  Maybank, Stephen
Adobe PDF(2469Kb)  |  Favorite  |  View/Download:132/19  |  Submit date:2016/03/19
Cost-sensitive Context-aware Multi-instance Sparse Coding (Mi-sc)  Horror Video Recognition  Multi-perspective Multi-instance Joint Sparse Coding (Mi-j-sc)  Video Emotional Feature Extraction  Violent Video Recognition  
Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 6, 页码: 816-827
Authors:  Yuan, Zhaoquan;  Xu, Changsheng;  Sang, Jitao;  Yan, Shuicheng;  Hossain, M. Shamim
Adobe PDF(1750Kb)  |  Favorite  |  View/Download:97/29  |  Submit date:2015/09/21
Auto-encoder  Deep Learning  Hierarchical Feature Learning  Social Tags  
A Unified Framework of Latent Feature Learning in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 6, 页码: 1624-1635
Authors:  Yuan, Zhaoquan;  Sang, Jitao;  Xu, Changsheng;  Liu, Yan
Adobe PDF(1544Kb)  |  Favorite  |  View/Download:92/36  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media  
Interaction Design for Mobile Visual Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2013, 卷号: 15, 期号: 7, 页码: 1665-1676
Authors:  Sang, Jitao;  Mei, Tao;  Xu, Ying-Qing;  Zhao, Chen;  Xu, Changsheng;  Li, Shipeng
Adobe PDF(1473Kb)  |  Favorite  |  View/Download:72/12  |  Submit date:2015/08/12
Interaction Design  Interactive Search  Mobile Visual Search  User Interfaces  
Learn to Personalized Image Search From the Photo Sharing Websites 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 4, 页码: 963-974
Authors:  Sang, Jitao;  Xu, Changsheng;  Lu, Dongyuan
Adobe PDF(1841Kb)  |  Favorite  |  View/Download:60/7  |  Submit date:2015/08/12
Personalized Image Search  Social Annotation  Tensor Factorization  Topic Model  
Robust Face-Name Graph Matching for Movie Character Identification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 卷号: 14, 期号: 3, 页码: 586-596
Authors:  Sang, Jitao;  Xu, Changsheng
Adobe PDF(1938Kb)  |  Favorite  |  View/Download:71/14  |  Submit date:2015/08/12
Character Identification  Graph Edit  Graph Matching  Graph Partition  Sensitivity Analysis