AI RESEARCH
Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos
arXiv CS.CV
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ArXi:2605.26879v1 Announce Type: new 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 reconstructing motion that exhibits realistic momentum, timing, and high-frequency detail. We