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Cross-Modality Bridging and Knowledge Transferring for Image Understanding 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2675-2685
Authors:  Yan, Chenggang;  Li, Liang;  Zhang, Chunjie;  Liu, Bingtao;  Zhang, Yongdong;  Dai, Qionghai
Favorite  |  View/Download:5/0  |  Submit date:2019/12/16
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
Weakly Semantic Guided Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2504-2517
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Da, Cheng;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(18774Kb)  |  Favorite  |  View/Download:67/18  |  Submit date:2019/05/15
Semantic guided module  action recognition  cross domain  3D convolution  attention model  
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-Scale Image Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 6, 页码: 1551-1562
Authors:  Xu, Jian;  Wang, Chunheng;  Qi, Chengzuo;  Shi, Cunzhao;  Xiao, Baihua
Favorite  |  View/Download:21/0  |  Submit date:2019/07/11
Iterative manifold embedding layer  image retrieval  incomplete data  
GLAD: Global-Local-Alignment Descriptor for Scalable Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 4, 页码: 986-999
Authors:  Wei, Longhui;  Zhang, Shiliang;  Yao, Hantao;  Gao, Wen;  Tian, Qi
Favorite  |  View/Download:39/0  |  Submit date:2019/04/23
Person re-identification (Re-ID)  global-local-alignment descriptor  retrieval framework  
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:149/56  |  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:150/32  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2196-2208
Authors:  Fan, Yang-Yu;  Liu, Shu;  Li, Bo;  Guo, Zhe;  Samal, Ashok;  Wan, Jun;  Li, Stan Z.
View  |  Adobe PDF(1377Kb)  |  Favorite  |  View/Download:81/11  |  Submit date:2018/01/04
Facial attractiveness computation  deep residual network  label distribution  feature fusion  SCUT-FBP  
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Qian, Shengsheng;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:4/0  |  Submit date:2019/12/16
Social media  discriminative non-parametric Bayesian model  multi-modality  
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:52/11  |  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:117/19  |  Submit date:2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning