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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  
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:124/26  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Adobe PDF(615Kb)  |  Favorite  |  View/Download:44/8  |  Submit date:2018/10/10
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
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  
Online Multimodal Multiexpert Learning for Social Event Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2733-2748
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(4742Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2019/09/25
Social Event Tracking  Topic Model  Social Media  Topic Evolution  Multimodality  
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  
Multi-Instance Multi-Label Learning Combining Hierarchical Context and its Application to Image Annotation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 8, 页码: 1616-1627
Authors:  Ding, Xinmiao;  Li, Bing;  Xiong, Weihua;  Guo, Wen;  Hu, Weiming;  Wang, Bo
Adobe PDF(549Kb)  |  Favorite  |  View/Download:97/19  |  Submit date:2016/10/20
Image Annotation  Instance Context  Label Context  Multi-instance  Multi-label  
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  
Robust latent poisson deconvolution from multiple features for web topic detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 12, 页码: 2482-2493
Authors:  Junbiao Pang;  Fei Tao;  Chunjie Zhang;  Weigang Zhang;  Qingming Huang;  Baocai Yin
View  |  Adobe PDF(1325Kb)  |  Favorite  |  View/Download:44/4  |  Submit date:2017/09/19
K-nearest Neighbor Similarity Graph  Latent Poisson Deconvolution  Multi-view Learning  User Generated Content  Web Topic Detection  
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