Real-time 3D face super-resolution from monocular in-the-wild videos

Abstract

We present a fully automatic approach to real-time 3D face reconstruction from monocular in-the-wild videos. We use a 3D Morphable Face Model to obtain a semi-dense shape and combine it with a fast median-based super-resolution technique to obtain a high-fidelity textured 3D face model. Our system does not need prior training and is designed to work in uncontrolled scenarios.