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Our approach builds an adaptive model for the user’s torso appearance. From depth input frames, torso windows are selected over time that, after occlusion recovery, update the model consisting of a torso state estimate, its first order time derivative, and its second order time derivative. From these, the model can build a torso prediction for the next input frame.
