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Learning Representations for Facial Actions From Unlabeled Videos 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 1, 页码: 302-317
作者:  Li, Yong;  Zeng, Jiabei;  Shan, Shiguang
收藏  |  浏览/下载:22/0  |  提交时间:2022/06/21
Facial action unit detection  self-supervised learning  representation learning  feature disentanglement  encoder-decoder structure  
Deep video code for efficient face video retrieval 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 113, 页码: 11
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:35/0  |  提交时间:2021/12/01
Face video retrieval  Temporal feature pooling  Bounded triplet loss  Deep video code  Hash learning  
Deep Heterogeneous Hashing for Face Video Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 1299-1312
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:59/0  |  提交时间:2020/12/10
Face  Covariance matrices  Task analysis  Binary codes  Kernel  Manifolds  Feature extraction  Face video retrieval  deep heterogeneous hashing  Riemannian kernel mapping  structured matrix backpropagation  
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 10, 页码: 2333-2348
作者:  Han, Hu;  Li, Jie;  Jain, Anil K.;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:261/0  |  提交时间:2019/12/10
Large-scale tattoo search  joint detection and representation learning  sketch based search  multi-task learning  
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2597-2609
作者:  Han, Hu;  Jain, Anil K.;  Wang, Fang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:75/0  |  提交时间:2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning  
Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5905-5919
作者:  Li, Yan;  Wang, Ruiping;  Cui, Zhen;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/13
Face video retrieval  covariance matrix  spatial pyramid covariance  compact video code  binary code learning