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Ray3D: ray-based 3D human pose estimation for monocular ...

Ray3D: ray-based 3D human pose estimation for monocular absolute 3D. localization Yu Zhan Fenghai Li Renliang Weng Wongun Choi Aibee Inc. Beijing Technology and Business University Aibee Inc. Aibee Inc. [ ] 27 Oct 2022. Abstract In this paper, we propose a novel monocular ray-based S! S" = 2S! 3D (Ray3D) absolute human pose estimation with cali- ! Ground plane brated camera. Accurate and generalizable absolute 3D " = 2 ! Ground plane human pose estimation from monocular 2D pose input is Z! Z" = 2Z! an ill-posed problem.

pendent camera embedding through a Multi-Layer Percep-tron (MLP). This camera embedding is then concatenated with temporally fused ray features for 3D pose estimation. To understand and diagnose the absolute 3D pose esti-mators, we conduct a series of comprehensive and system-atic experiments. Specifically, we explicitly benchmark the

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