Paper
Visão Computacional
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.