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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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 22., Seite 6198-6211
1. Verfasser: Yang, Nan (VerfasserIn)
Weitere Verfasser: Zheng, Zeyu, Zhou, Mengchu, Guo, Xiwang, Qi, Liang, Wang, Tianran
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article