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CLOAF: CoLlisiOn-Aware Human Flow
Even the best current algorithms for estimating body 3D shape and pose yield results that include body self-intersections.
Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes
When enough annotated training data is available, supervised deep-learning algorithms excel at estimating human body pose and shape using a single camera.
Adversarial Parametric Pose Prior
The Skinned Multi-Person Linear (SMPL) model can represent a human body by mapping pose and shape parameters to body meshes.
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