Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes

Lin Kevin
Lin Kevin
Wang Lijuan
Wang Lijuan
Jin Ying
Jin Ying
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Abstract:

Nonparametric approaches have shown promising results on reconstructing 3D human mesh from a single monocular image. Unlike previous approaches that use a parametric human model like skinned multi-person linear model (SMPL), and attempt to regress the model parameters, nonparametric approaches relax the heavy reliance on the parametric ...More

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