Get 3D mesh of head that is realistic using one image with ROME

Get 3D mesh of head that is realistic using one image with ROME

Realistic One-shot Mesh-based Head Avatars
arXiv paper abstract https://arxiv.org/abs/2206.08343
arXiv PDF paper https://arxiv.org/pdf/2206.08343.pdf
Twitter video https://twitter.com/ak92501/status/1537639309888610305
Project page https://samsunglabs.github.io/rome

… present a system for realistic one-shot mesh-based human head avatars creation, ROME for short.

Using a single photograph, … 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.

… system performs competitively both in terms of head geometry recovery and the quality of renders, especially for the cross-person reenactment …

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Photo by Priscilla Du Preez on Unsplash

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I apply innovative technologies like machine learning, computer vision, and physics to further an organization's goals. Am recognized innovator with 66 patents.