A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation

A style-based architecture (StyleGAN2) yields outstanding results in data-driven unconditional generative image modeling. This work proposes a Domain-guided Noise-optimization-based Inversion (DNI) method to perform facial image manipulation. It works based on an inverse code that includes: 1) a nov...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 22., Seite 6198-6211
Auteur principal: Yang, Nan (Auteur)
Autres auteurs: Zheng, Zeyu, Zhou, Mengchu, Guo, Xiwang, Qi, Liang, Wang, Tianran
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article