GDFace: Gated deformation for multi-view face image synthesis

• Main Authors: XU, Xuemiao, LI, Keke, XU, Cheng, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8520; https://ink.library.smu.edu.sg/context/sis_research/article/9523/viewcontent/123500205__1_.pdf
• Institution: Singapore Management University

Photorealistic multi-view face synthesis from a single image is an important but challenging problem. Existing methods mainly learn a texture mapping model from the source face to the target face. However, they fail to consider the internal deformation caused by the change of poses, leading to the u...