HumanScore defines six metrics for kinematic plausibility, temporal stability, and biomechanical consistency to benchmark human motions in videos from thirteen state-of-the-art generation models, revealing gaps between visual appeal and physical fidelity.
Portable Biomechanics Laboratory: Clinically Accessible Movement Analysis from a Handheld Smartphone
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Phase-separated CHPCA on single-subject hammer-strike pose data reveals a trunk-anchored global phase architecture with clear asymmetry between backswing and downswing phases.
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HumanScore: Benchmarking Human Motions in Generated Videos
HumanScore defines six metrics for kinematic plausibility, temporal stability, and biomechanical consistency to benchmark human motions in videos from thirteen state-of-the-art generation models, revealing gaps between visual appeal and physical fidelity.
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Phase-Separated Complex Hilbert PCA on Markerless 3D Pose Estimation Data: A Global Phase Network and Its Extension to a Continuous Field on the Body Surface
Phase-separated CHPCA on single-subject hammer-strike pose data reveals a trunk-anchored global phase architecture with clear asymmetry between backswing and downswing phases.
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