Harmonious Group Choreography with Trajectory-Controllable Diffusion

arXiv:2403.06189v1 Announce Type: new
Abstract: Creating group choreography from music has gained attention in cultural entertainment and virtual reality, aiming to coordinate visually cohesive and diverse group movements. Despite increasing interest, recent works face challenges in achieving aesthetically appealing choreography, primarily for two key issues: multi-dancer collision and single-dancer foot slide. To address these issues, we propose a Trajectory-Controllable Diffusion (TCDiff), a novel approach that harnesses non-overlapping trajectories to facilitate coherent dance movements. Specifically, to tackle dancer collisions, we introduce …

abstract arxiv attention challenges collision cs.cv diffusion diverse entertainment face key movements music reality trajectory type virtual virtual reality