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Contrastive Learning of Person-Independent Representations for Facial Action Unit Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3212-3225
作者:  Li, Yong;  Shan, Shiguang
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Gold  Videos  Training  Image reconstruction  Feature extraction  Faces  Task analysis  Facial action unit detection  contrastive Learning  self-supervised learning  person-independent action unit detection  
Extending generalized unsupervised manifold alignment 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 7, 页码: 18
作者:  Yin, Xiaoyi;  Cui, Zhen;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
unsupervised manifold alignment  relaxed integer programming  Frank Wolfe algorithm  
Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载:20/0  |  提交时间:2022/12/07
Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning  
Adaptive Metric Learning For Zero-Shot Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2019, 卷号: 26, 期号: 9, 页码: 1270-1274
作者:  Jiang, Huajie;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:75/0  |  提交时间:2019/12/10
Zero-shot learning  visual-semantic embedding  adaptive metric learning  
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:77/0  |  提交时间:2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric 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:41/0  |  提交时间:2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5920-5932
作者:  Liu, Mengyi;  Shan, Shiguang;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/13
Facial expression recognition  universal manifold model  Riemannian manifold  discriminant Learning  expressionlets  
Maximal Linear Embedding for Dimensionality Reduction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 卷号: 33, 期号: 9, 页码: 1776-1792
作者:  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin;  Chen, Jie;  Gao, Wen
收藏  |  浏览/下载:65/0  |  提交时间:2019/12/16
Dimensionality reduction  manifold learning  maximal linear patch  landmarks-based global alignment  
Aligning Coupled Manifolds for Face Hallucination 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2009, 卷号: 16, 期号: 11, 页码: 957-960
作者:  Li, Bo;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:39/0  |  提交时间:2019/12/16
Manifold alignment  super-resolution  
Enhancing human face detection by resampling examples through manifolds 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2007, 卷号: 37, 期号: 6, 页码: 1017-1028
作者:  Chen, Jie;  Wang, Ruiping;  Yan, Shengye;  Shan, Shiguang;  Chen, Xilin;  Gao, Wen
收藏  |  浏览/下载:36/0  |  提交时间:2019/12/16
AdaBoost  face detection  manifold  resampling  support vector machine (SVM)