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Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization

Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization

Motion capture (mocap) and time-of-flight based sensing of human actions are becoming increasingly popular modalities to perform robust activity analysis. Applications range from action recognition to quantifying movement quality for health applications. While marker-less motion capture has made great progress, in critical applications such as healthcare, marker-based systems, especially active …