Identity-aware face completion for face editing applications

Abstract

Existing image inpainting methods do not utilize identity information for face completion, producing images of different identities. Considering that identity preservation is important in many real-world face editing applications, we propose a task-specific approach for identity-aware face completion, which is guided by a single reference image containing identity information. Experimental results show that our approach improves the visual quality of the completion results while preserving identity.