Body Size and Depth Disambiguation in Multi-Person Reconstruction from Single Images

2021 International Conference on 3D Vision (3DV)(2021)

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Abstract
We address the problem of multi-person 3D body pose and shape estimation from a single image. While this problem can be addressed by applying single-person approaches multiple times for the same scene, recent works have shown the advantages of building upon deep architectures that simultaneously reason about all people in the scene in a holistic manner by enforcing, e.g., depth order constraints o...
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Key words
multi-person 3D pose estimation,SMPL,pose and shape,optimization,gradient descent
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