Learning Continuous Face Age Progression : A Pyramid of GANs

The two underlying requirements of face age progression, i.e., aging accuracy and identity permanence, are not well studied in the literature. This paper presents a novel generative adversarial network based approach to address the issues in a coupled manner. It separately models the constraints for...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 2 vom: 23. Feb., Seite 499-515
Auteur principal: Yang, Hongyu (Auteur)
Autres auteurs: Huang, Di, Wang, Yunhong, Jain, Anil K
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't