High-fidelity facial reflectance and geometry inference from an unconstrained image

• Published in: ACM transactions on graphics Vol. 37; no. 4; pp. 1 - 14
• Main Authors: Yamaguchi, Shugo, Saito, Shunsuke, Nagano, Koki, Zhao, Yajie, Chen, Weikai, Olszewski, Kyle, Morishima, Shigeo, Li, Hao
• Format: Journal Article
• Language: English
• Published: New York, NY, USA ACM 30.07.2018
• Subjects: Computer graphics; Computing methodologies; Mesh geometry models; Shape modeling; facial modeling; texture synthesis and inpainting; image-based modeling

We present a deep learning-based technique to infer high-quality facial reflectance and geometry given a single unconstrained image of the subject, which may contain partial occlusions and arbitrary illumination conditions. The reconstructed high-resolution textures, which are generated in only a fe...