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Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
Personalized Convolution for Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 19
作者:  Han, Chunrui;  Shan, Shiguang;  Kan, Meina;  Wu, Shuzhe;  Chen, Xilin
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Face recognition  Personalized convolution  Personalized kernel  
Locality-Aware Channel-Wise Dropout for Occluded Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 788-798
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Liu, Xiao;  Wu, Zhongqin;  Chen, Xilin
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Face recognition  Feature extraction  Liquid crystal displays  Robustness  Neurons  Image reconstruction  Dictionaries  Occluded face recognition  locality-aware channel-wise dropout  spatial attention module  
Graph Jigsaw Learning for Cartoon Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3961-3972
作者:  Li, Yong;  Lao, Lingjie;  Cui, Zhen;  Shan, Shiguang;  Yang, Jian
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Face recognition  Shape  Training  Image color analysis  Layout  Convolutional neural networks  Task analysis  Cartoon face recognition  jigsaw solving  graph convolutional network  self-supervised learning  
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  
Deep Conditional Distribution Learning for Age Estimation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 4679-4690
作者:  Sun, Haomiao;  Pan, Hongyu;  Han, Hu;  Shan, Shiguang
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Estimation  Task analysis  Faces  Face recognition  Learning systems  Adaptation models  Information processing  Conditional modeling  distribution learning  label ambiguity  age estimation  attribute estimation  
Learning deep face representation with long-tail data: An aggregate-and-disperse approach 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 133, 页码: 48-54
作者:  Ma, Yuhao;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：61/0  |  提交时间：2020/12/10
Face recognition  Deep representation learning  Long-tail distribution  Aggregate-and-disperse  
Deformable face net for pose invariant face recognition 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 100, 页码: 11
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Kan, Meina;  Chen, Xilin
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
Pose-invariant face recognition  Displacement consistency loss  Pose-triplet loss  
A fast and robust 3D face recognition approach based on deeply learned face representation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 363, 页码: 375-397
作者:  Cai, Ying;  Lei, Yinjie;  Yang, Menglong;  You, Zhisheng;  Shan, Shiguang
收藏  |  浏览/下载：281/0  |  提交时间：2019/12/10
3D face recognition  Deep learning  Face preprocessing  Multiple data augmentation