Lifting Motion to the 3D World via 2D Diffusion

2D Animal Poses 2D Interaction Poses 2D Human Poses Figure 1. Our framework, MVLift, can be trained only on 2D pose sequences and generate 3D motions including joint rotations and root trajectories in the world coordinate system. The approach generalizes to the various domains of human poses, interactions, and animal poses.