A Symmetrical Siamese Network Framework With Contrastive Learning for Pose-Robust Face Recognition

Face recognition has achieved remarkable success owing to the development of deep learning. However, most of existing face recognition models perform poorly against pose variations. We argue that, it is primarily caused by pose-based long-tailed data - imbalanced distribution of training samples bet...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 12., Seite 5652-5663
Auteur principal: Luan, Xiao (Auteur)
Autres auteurs: Ding, Zibiao, Liu, Linghui, Li, Weisheng, Gao, Xinbo
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article