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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:4/0  |  Submit date:2021/03/01
Semantics  Correlation  Aircraft propulsion  Deep learning  Bridges  Aircraft  Task analysis  Cross-modal retrieval  adversarial hashing  multi-level correlation  
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:31/0  |  Submit date:2020/06/22
Social media  Event classification  Multimodal embedding  
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:21/0  |  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:9/0  |  Submit date:2020/10/27
Person re-identification  Cross-modality  Feature disentanglement  Image generation  Adversarial learning  
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:13/0  |  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  
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:48/0  |  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:65/3  |  Submit date:2019/09/30
Visual tracking  deep learning  sampling and regression  
Video Highlight Detection via Region-Based Deep Ranking Model 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 卷号: 33, 期号: 7, 页码: 14
Authors:  Jiao, Yifan;  Zhang, Tianzhu;  Huang, Shucheng;  Liu, Bin;  Xu, Changsheng
Favorite  |  View/Download:57/0  |  Submit date:2019/09/30
Video highlight detection  position-sensitive  fully convolutional network  
Graph Convolutional Tracking 会议论文
, Long Beach, USA, 2019-6
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(1645Kb)  |  Favorite  |  View/Download:39/7  |  Submit date:2020/06/11
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs 会议论文
, Hawaii, USA, 2019-1
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(742Kb)  |  Favorite  |  View/Download:27/6  |  Submit date:2020/06/11