Multi-view face synthesis via progressive face flow

• Main Authors: XU, Yangyang, XU, Xuemiao, JIAO, Jianbo, LI, Keke, XU, Cheng, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Faces;Face recognition;Generative adversarial networks;Image reconstruction;Facial features;Deep learning;Three-dimensional displays;Multi-view face synthesis;pose-invariant face recognition;face reconstruction; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7875
• Institution: Singapore Management University

Existing GAN-based multi-view face synthesis methods rely heavily on "creating" faces, and thus they struggle in reproducing the faithful facial texture and fail to preserve identity when undergoing a large angle rotation. In this paper, we combat this problem by dividing the challenging l...