Qingyang Yang

Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction

Recovering scene-consistent 4D crowd motion from monocular video in large-scale scenes remains challenging due to severe depth ambiguity and complex scene geometry. Existing monocular crowd reconstruction methods typically rely on single-plane assumptions, leading to unreliable metric scale and spat…