Coherent Reconstruction of Multiple Humans From a Single Image

Input image Baseline Ours Figure 1 : Coherent reconstruction of pose and shape for multiple people. Typical top-down regression baselines (center) suffer from predicting people in overlapping positions, or in inconsistent depth orderings. Our approach (right) is trained to respect all these constraints and recover a coherent reconstruction of all the people in the scene in a feedforward manner.