Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video

VIBE [15], the state-of-the-art video-based 3D human pose and shape estimation method, outputs very different 3D human poses per frame, although the frames have subtle differences. Our TCMR produces clearly more temporally consistent and smooth 3D human motion. This is a video figure that is best viewed by Adobe Reader.