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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  
Deep Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(1164Kb)  |  Favorite  |  View/Download:94/13  |  Submit date:2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning  
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:63/1  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 期号: pp, 页码: 1-13
Authors:  Yang-Yu Fan;  Shu Liu;  Bo Li;  Zhe Guo;  Ashok Samal;  Jun Wan;  Stan Z. Li
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:62/8  |  Submit date:2018/01/04
Facial Attractiveness Computation  Deep Residual Network  Label Distribution  Feature Fusion  Scut-fbp  
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:135/43  |  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:152/56  |  Submit date:2016/10/20
Knowledge Discovery  Ontology  Visual Recognition  
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2259-2270
Authors:  Sang, Jitao;  Deng, Zhengyu;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(2027Kb)  |  Favorite  |  View/Download:83/12  |  Submit date:2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2281-2296
Authors:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Muhammad, Ghulam
Adobe PDF(5572Kb)  |  Favorite  |  View/Download:130/38  |  Submit date:2016/01/18
Application  Knowledge Mining  Probabilistic Topic Model  
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 10, 页码: 1787-1801
Authors:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(3462Kb)  |  Favorite  |  View/Download:103/23  |  Submit date:2015/11/04
Cross-platform  Topic Model  Recommendation  
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