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Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 9, 页码: 2360-2370
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2281Kb)  |  Favorite  |  View/Download:143/31  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
Cross-Modal Hashing via Rank-Order Preserving 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 3, 页码: 571-585
Authors:  Kun Ding;  Bin Fan;  Chunlei Huo;  Shiming Xiang;  Chunhong Pan;  Huo CL(霍春雷)
Adobe PDF(1451Kb)  |  Favorite  |  View/Download:340/132  |  Submit date:2016/10/24
Cross-modal Similarity Search  Cross-modal Hashing (Cmh)  Rank-order Preserving  
Cross-Modal Retrieval via Deep and Bidirectional Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 7, 页码: 1363-1377
Authors:  He, Yonghao;  Xiang, Shiming;  Kang, Cuicui;  Wang, Jian;  Pan, Chunhong;  Xiang,Shiming
View  |  Adobe PDF(11388Kb)  |  Favorite  |  View/Download:195/42  |  Submit date:2016/06/22
Bidirectional Modeling  Convolutional Neural Network  Cross-modal Retrieval  Representation Learning  Word Embedding  
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:173/67  |  Submit date:2016/10/20
Knowledge Discovery  Ontology  Visual Recognition  
Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 3, 页码: 370-381
Authors:  Kang, Cuicui;  Xiang, Shiming;  Liao, Shengcai;  Xu, Changsheng;  Pan, Chunhong
View  |  Adobe PDF(2326Kb)  |  Favorite  |  View/Download:217/109  |  Submit date:2015/09/21
Cross-modal Matching  Documents And Images  Multimedia  Retrieval  
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:101/39  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media  
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 3, 页码: 796-812
Authors:  Fang, Quan;  Sang, Jitao;  Xu, Changsheng;  Rui, Yong
Adobe PDF(3238Kb)  |  Favorite  |  View/Download:136/72  |  Submit date:2015/08/12
Hypergraph Learning  Influencer Mining  Topic Modeling  
Personalized Geo-Specific Tag Recommendation for Photos on Social Websites 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 3, 页码: 588-600
Authors:  Liu, Jing;  Li, Zechao;  Tang, Jinhui;  Jiang, Yu;  Lu, Hanqing
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Geo-location Preference  Personalized Tag Recommendation  Subspace Learning  Tagging History  User Preference