Fully deformable network for multiview face image synthesis

• Main Authors: XU, Cheng, LI, Keke, LUO, Xuandi, XU, Xuemiao, HE, Shengfeng, ZHANG, Kun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Faces; Face recognition; Strain; Deformable models; Electronic mail; Convolution; Standards; Deformable convolution; gating; multiview face synthesis; pose-invariant face recognition; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7861
• Institution: Singapore Management University

Photorealistic multiview face synthesis from a single image is a challenging problem. Existing works mainly learn a texture mapping model from the source to the target faces. However, they rarely consider the geometric constraints on the internal deformation arising from pose variations, which cause...