A monocular-video pipeline converts a learned 3D body mesh into virtual markers and regresses them through a neural inverse kinematics model to output biomechanically accurate joint angles.
Bedlam: A synthetic dataset of bodies exhibit- ing detailed lifelike animated motion
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BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos
A monocular-video pipeline converts a learned 3D body mesh into virtual markers and regresses them through a neural inverse kinematics model to output biomechanically accurate joint angles.