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ShapeEditor: A StyleGAN Encoder for Stable and High Fidelity Face Swapping

Shuai Yang, Kai Qiao, Ruoxi Qin, Pengfei Xie, Shuhao Shi, Ningning Liang, Linyuan Wang, Jian Chen, Guoen Hu, Bin Yan
2022
To solve this problem, we propose a novel face-swapping method based on pretrained StyleGAN generator with a stronger ability of high-quality face image generation.  ...  ShapeEditor is a two-step encoder used to generate a set of coding vectors that integrate the identity and attribute of the input faces.  ...  The Inheritance and Transcendence We propose a StyleGAN encoder, called ShapeEditor, for stable and high-fidelity face swapping.  ... 
doi:10.3389/fnbot.2021.785808 pmid:35126081 pmcid:PMC8814752 fatcat:ccenvadpsrconhkxoycjfvzyhq

ShapeEditer: a StyleGAN Encoder for Face Swapping [article]

Shuai Yang, Kai Qiao
2021 arXiv   pre-print
In this paper, we propose a novel encoder, called ShapeEditor, for high-resolution, realistic and high-fidelity face exchange.  ...  Secondly, we design ShapeEditor, a two-step encoder, to make the swapped face integrate the identity and attribute of the input faces.  ...  Conclusion In this paper, we propose a new face-swapping framework, including ShapeEditor and pretrained StyleGAN model.  ... 
arXiv:2106.13984v1 fatcat:km56dvhmxbamrmm6mlzbgqmcq4