E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion

arXiv:2310.15081v3 Announce Type: replace
Abstract: This paper proposes a novel approach to face swapping from the perspective of fine-grained facial editing, dubbed "editing for swapping" (E4S). The traditional face swapping methods rely on global feature extraction and fail to preserve the detailed source identity. In contrast, we propose a Regional GAN Inversion (RGI) method, which allows the explicit disentanglement of shape and texture. Specifically, our E4S performs face swapping in the latent space of a pretrained StyleGAN, where a multi-scale …

arxiv cs.cv editing face fine-grained gan regional type via