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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 2 vom: 23. Feb., Seite 499-515
1. Verfasser: Yang, Hongyu (VerfasserIn)
Weitere Verfasser: Huang, Di, Wang, Yunhong, Jain, Anil K
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't