Appearance-preserved portrait-to-anime translation via proxy-guided domain adaptation

• Main Authors: XIAO, Wenpeng, XU, Cheng, MAI, Jiajie, XU, Xuemiao, LI, Yue, LI, Chengze, LIU, Xueting, Shengfeng HE
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Adaptation models; Coser portrait proxy; Deformable models; Direct mapping; Domain adaptation; Face; Portrait-to-anime translation; Shape; Simple++; Two domains; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8359; https://ink.library.smu.edu.sg/context/sis_research/article/9362/viewcontent/Appearance_preserved_Portrait_to_anime_Translation_via_Proxy_guided_Domain_Adaptation.pdf
• Institution: Singapore Management University

Converting a human portrait to anime style is a desirable but challenging problem. Existing methods fail to resolve this problem due to the large inherent gap between two domains that cannot be overcome by a simple direct mapping. For this reason, these methods struggle to preserve the appearance fe...