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Learning to Model Relationships for Zero-Shot Video Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:7/0  |  Submit date:2021/11/04
Zero-shot video classification  graph neural networks  zero-shot learning  deep attention model  
Density-Aware Multi-Task Learning for Crowd Counting 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 443-453
Authors:  Jiang, Xiaoheng;  Zhang, Li;  Zhang, Tianzhu;  Lv, Pei;  Zhou, Bing;  Pang, Yanwei;  Xu, Mingliang;  Xu, Changsheng
Favorite  |  View/Download:20/0  |  Submit date:2021/03/08
Task analysis  Semantics  Estimation  Feature extraction  Convolutional neural networks  Cameras  Head  Convolutional neural network  crowd counting  density-level classification  density map estimation  multi-task learning  
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
Authors:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:20/0  |  Submit date:2021/03/01
Semantics  Correlation  Aircraft propulsion  Deep learning  Bridges  Aircraft  Task analysis  Cross-modal retrieval  adversarial hashing  multi-level correlation  
Part-based Structured Representation Learning for Person Re-identification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 22
Authors:  Li, Yaoyu;  Yao, Hantao;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(19052Kb)  |  Favorite  |  View/Download:56/0  |  Submit date:2021/03/08
Person re-identification  representation learning  graph convolutional network  
Discriminative multimodal embedding for event classification 期刊论文
NEUROCOMPUTING, 2020, 卷号: 395, 页码: 160-169
Authors:  Qi, Fan;  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:60/0  |  Submit date:2020/06/22
Social media  Event classification  Multimodal embedding  
A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 6574-6589
Authors:  Zhang, Feifei;  Zhang, Tianzhu;  Mao, Qirong;  Xu, Changsheng
Favorite  |  View/Download:35/0  |  Submit date:2020/08/03
Face  Task analysis  Face recognition  Geometry  Feature extraction  Training  Generators  Facial expression recognition  facial image synthesis  generative adversarial network  facial landmarks  
Geometry Guided Pose-Invariant Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 4445-4460
Authors:  Zhang, Feifei;  Zhang, Tianzhu;  Mao, Qirong;  Xu, Changsheng
Favorite  |  View/Download:52/0  |  Submit date:2020/06/02
Facial expression recognition  facial image synthesis  generative adversarial network  facial landmarks  
Cross-Modality Paired-Images Generation and Augmentation for RGB-Infrared Person Re-Identification 期刊论文
Neural Networks, 2020, 卷号: 128, 期号: 128, 页码: 294-304
Authors:  Guan'an Wangang;  Yang Yang;  Tianzhu Zhang;  Jian Cheng;  Zengguang Hou;  Prayag Tiwari;  Hari Mohan Pandey
Favorite  |  View/Download:15/0  |  Submit date:2020/10/27
Person re-identification  Cross-modality  Feature disentanglement  Image generation  Adversarial learning  
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2419-2431
Authors:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:88/0  |  Submit date:2019/12/16
Unsupervised domain adaptation  triplet loss  stacked attention  multi-modality  social event recognition  
SMART: Joint Sampling and Regression for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 8, 页码: 3923-3935
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(9244Kb)  |  Favorite  |  View/Download:106/9  |  Submit date:2019/09/30
Visual tracking  deep learning  sampling and regression