2026
Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos
CVPR 2026
Human motion recovered from monocular videos often appears overly smooth or dynamically inconsistent, even when joint positions are numerically accurate. We observe that this limitation stems from the absence of reliable high-order temporal cues--velocity and acceleration--which are essential for re