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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  
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  
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：76/0  |  提交时间：2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric learning  
Fusing magnitude and phase features with multiple face models for robust face recognition 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2018, 卷号: 12, 期号: 6, 页码: 1173-1191
作者:  Li, Yan;  Shan, Shiguang;  Wang, Ruiping;  Cui, Zhen;  Chen, Xilin
收藏  |  浏览/下载：82/0  |  提交时间：2019/04/03
face recognition  fisher discriminant analysis  fusion  Gabor magnitude feature  multiple face models  spatial pyramid based local phase quantization  
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：74/0  |  提交时间：2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning  
VIPLFaceNet: an open source deep face recognition SDK 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2017, 卷号: 11, 期号: 2, 页码: 208-218
作者:  Liu, Xin;  Kan, Meina;  Wu, Wanglong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
deep learning  face recognition  open source  VIPLFaceNet