E2Style : Improve the Efficiency and Effectiveness of StyleGAN Inversion

This paper studies the problem of StyleGAN inversion, which plays an essential role in enabling the pretrained StyleGAN to be used for real image editing tasks. The goal of StyleGAN inversion is to find the exact latent code of the given image in the latent space of StyleGAN. This problem has a high...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 19., Seite 3267-3280
1. Verfasser: Wei, Tianyi (VerfasserIn)
Weitere Verfasser: Chen, Dongdong, Zhou, Wenbo, Liao, Jing, Zhang, Weiming, Yuan, Lu, Hua, Gang, Yu, Nenghai
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article