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- Title
基于服装迁移的二维虚拟试衣技术.
- Authors
禹 立; 钟跃崎
- Abstract
In order to achieve real-world virtual try-on technology on the cheap, a method of clothing transfer allowing the user to try on arbitrary items from the model image was proposed. The network can generate a synthesized image of the user wearing the model′s clothes by inputting the user image and the model image. Firstly, the clothing texture was extracted via texture remapping. Secondly, a parsing result was synthesized by Human Parsing Transfer. Thirdly, the texture from the clothing and the user were combined to form a coarse result. Finally, the missing regions in the coarse result were recovered via a Texture Inpainting Network trained by semi-supervised learning. Qualitative and quantitative experimental results demonstrate that the proposed approach can transfer the clothes while maintaining the garment details and the user identity.
- Subjects
INPAINTING; MATERIALS texture; HUMAN beings
- Publication
Wool Textile Journal, 2021, Vol 49, Issue 4, p6
- ISSN
1003-1456
- Publication type
Article
- DOI
10.19333/j.mfkj.2021020106