PHD personalizes 3D human pose fitting by calibrating body shape once, then using a shape-conditioned point diffusion prior, PointDiT, to guide optimization, improving absolute and local pose accuracy on EMDB.
Accurate 3d body shape regression using metric and semantic attributes
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PHD: Personalized 3D Human Body Fitting with Point Diffusion
PHD personalizes 3D human pose fitting by calibrating body shape once, then using a shape-conditioned point diffusion prior, PointDiT, to guide optimization, improving absolute and local pose accuracy on EMDB.