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SIRA: Relightable Avatars from a Single Image. (arXiv:2209.03027v1 [cs.CV])
Sept. 8, 2022, 1:14 a.m. | Pol Caselles, Eduard Ramon, Jaime Garcia, Xavier Giro-i-Nieto, Francesc Moreno-Noguer, Gil Triginer
cs.CV updates on arXiv.org arxiv.org
Recovering the geometry of a human head from a single image, while
factorizing the materials and illumination is a severely ill-posed problem that
requires prior information to be solved. Methods based on 3D Morphable Models
(3DMM), and their combination with differentiable renderers, have shown
promising results. However, the expressiveness of 3DMMs is limited, and they
typically yield over-smoothed and identity-agnostic 3D shapes limited to the
face region. Highly accurate full head reconstructions have recently been
obtained with neural fields that …
More from arxiv.org / cs.CV updates on arXiv.org
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