Occluded Human Mesh Recovery

Abstract

ImageCenter Map (Ours) OCHMR (Ours) ROMP Figure 1. To handle severe person-person occlusion, our proposed method OCHMR conditions the deep network on image spatial context using predicted body centermaps. OCHMR is trained using multi-person mesh interpenetration and depth ordering losses. In comparison to bottom-up ROMP [58], top-down OCHMR outputs pixel aligned mesh estimates for each individual under occlusion.