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Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 56-69
作者:  Wang, Guoqing;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：275/0  |  提交时间：2020/12/10
Face  Feature extraction  Testing  Adaptation models  Databases  Deep learning  Three-dimensional displays  Face presentation attack detection  face liveness detection  face anti-spoofing  adversarial domain adaptation  metric learning  disentangled representation  
Semi-Supervised Natural Face De-Occlusion 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 1044-1057
作者:  Cai, Jiancheng;  Han, Hu;  Cui, Jiyun;  Chen, Jie;  Liu, Li;  Zhou, S. Kevin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Faces  Face recognition  Generators  Training  Task analysis  Shape  Annotations  Natural face de-occlusion  occlusion-aware  generative adversarial networks  alternating training  
RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 2409-2423
作者:  Niu, Xuesong;  Shan, Shiguang;  Han, Hu;  Chen, Xilin
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Heart rate  Estimation  Webcams  Databases  Skin  Image color analysis  Head  Remote heart rate estimation  rPPG  spatial-temporal representation  end-to-end learning  
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：269/0  |  提交时间：2019/12/10
Large-scale tattoo search  joint detection and representation learning  sketch based search  multi-task learning  
Locality-constrained framework for face alignment 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 4, 页码: 789-801
作者:  Zhang, Jie;  Zhao, Xiaowei;  Kan, Meina;  Shan, Shiguang;  Chai, Xiujuan;  Chen, Xilin
收藏  |  浏览/下载：255/0  |  提交时间：2019/08/16
locality-constrained AAM  locality-constrained DFM  face alignment  sparsity-regularization  
Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 12, 页码: 2827-2840
作者:  Huang, Zhiwu;  Wang, Ruiping;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载：90/0  |  提交时间：2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric 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：84/0  |  提交时间：2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning  
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 151-163
作者:  Wang, Wen;  Wang, Ruiping;  Huang, Zhiwu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：47/0  |  提交时间：2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution