CoMotion tracks multiple people's 3D poses online from monocular video using recurrent pose updates from image features, reaching 71.4 MOTA on PoseTrack21 and running about 12x faster than a strong prior 3D pose tracker.
Performance is slightly worse without the GRU, and even worse without any hidden state at all
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CoMotion: Concurrent Multi-person 3D Motion
CoMotion tracks multiple people's 3D poses online from monocular video using recurrent pose updates from image features, reaching 71.4 MOTA on PoseTrack21 and running about 12x faster than a strong prior 3D pose tracker.