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Personalized Facial Makeup Transfer Based on Outline Correspondence
  • Mengying Gao,
  • Pengjie Wang
Mengying Gao
Dalian Minzu University
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Pengjie Wang
Dalian Minzu University

Corresponding Author:[email protected]

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Most existing makeup transfer techniques focus on light makeup styles, which limits the task of makeup transfer to color manipulation issues such as eye shadow and lip gloss. However, the makeup in real life is diverse and personalized, not only the most basic foundation, eye makeup, but also the painted patterns on the face, jewelry decoration and other personalized makeup. Inspired by the painting steps of drawing the outline first and then coloring, we propose a makeup transfer network for personalized makeup, which realizes face makeup transfer by learning outline correspondence. Specifically, we propose the outline feature extraction module and outline loss that can promote outline correspondence. Our network can not only transfer daily light makeup, but also complete transfer for complex facial painting patterns. Experiments show that our method can obtain visually more accurate makeup transfer results. Quantitative and qualitative experimental results show that the method proposed in this paper achieves superior results in extreme makeup transfer compared to the state-of-the-art methods.
01 Jun 2023Submitted to Computer Animation and Virtual Worlds
18 Jun 2023Assigned to Editor
18 Jun 2023Submission Checks Completed
18 Jun 2023Reviewer(s) Assigned
09 Jul 2023Review(s) Completed, Editorial Evaluation Pending
09 Jul 2023Editorial Decision: Accept