Meta Balanced Network for Fair Face Recognition

Although deep face recognition has achieved impressive progress in recent years, controversy has arisen regarding discrimination based on skin tone, questioning their deployment into real-world scenarios. In this paper, we aim to systematically and scientifically study this bias from both data and a...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 11 vom: 24. Nov., Seite 8433-8448
Auteur principal: Wang, Mei (Auteur)
Autres auteurs: Zhang, Yaobin, Deng, Weihong
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't