PoseShield: Neural Collision Fields for Human Self-Collision Resolution

PoseShield: Neural Collision Fields for Human Self-Collision Resolution

PoseShield addresses self-collision issues in SMPL-based human pose estimation by applying neural collision constraints in pose space through constrained optimization and Eikonal r…

Hugging Face · Daily Papers ·Zhengyuan Li, Zeyun Deng · ·▲ 1 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Zhengyuan Li, Zeyun Deng, Yifan Shen, Liangyan Gui, Miaolan Xie, Joseph Campbell

  • 1 upvotes da comunidade
  • Temas: SMPL, self-collision, pose space, constrained optimization, Eikonal equation, neural collision constraint

Resumo

Resumo original (em inglês), extraído do paper:

PoseShield addresses self-collision issues in SMPL-based human pose estimation by applying neural collision constraints in pose space through constrained optimization and Eikonal regularization.

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