Realistic One-shot Mesh-based Head Avatars. (arXiv:2206.08343v1 [cs.CV])

We present a system for realistic one-shot mesh-based human head avatars
creation, ROME for short. Using a single photograph, our model estimates a
person-specific head mesh and the associated neural texture, which encodes both
local photometric and geometric details. The resulting avatars are rigged and
can be rendered using a neural network, which is trained alongside the mesh and
texture estimators on a dataset of in-the-wild videos. In the experiments, we
observe that our system performs competitively both in terms …

arxiv avatars cv head mesh