Pixel3DMM predicts per-pixel face normals and UV correspondences from a DINOv2 backbone and fits FLAME geometry from these priors, improving posed-expression single-image 3D face reconstruction by over 15% over baselines on a new benchmark.
3d shape regression for real-time facial animation.ACM Trans- actions on Graphics (TOG), 32(4):1–10, 2013
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Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
Pixel3DMM predicts per-pixel face normals and UV correspondences from a DINOv2 backbone and fits FLAME geometry from these priors, improving posed-expression single-image 3D face reconstruction by over 15% over baselines on a new benchmark.