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Paper · arXiv

Head Avatars with Dynamic Explicit Hair

We present DynHair, a novel method for tracking and modeling dynamic hair for human head avatars. From video input, we reconstruct a dynamic head avatar with an explicit strand-based hair representation using structured 3D Gaussian Splatting. In contrast to the face region of human head avatars, which can be modeled with 3D Gaussians that are attached or generated with respect to some expressive 3D head model, hair is particularly challenging as it exhibits dynamic motion effects. Therefore, we present a novel method that models the dynamic deformations of the hair strands using a temporal network that is conditioned on angular velocity and acceleration of the head, as well as relative gr...

AuthorsVanessa Sklyarova, Haonan Chen, Berna Kabadayi et al.
Primary categorycs.CV
Published26 July 2026
Last updated at source26 July 2026
cs.CVcs.GR
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