Learning to be a Depth Camera for Close-Range Human Capture and Interaction
Microsoft
Learning to be a Depth Camera for Close-Range Human Capture and Interaction
We present a machine learning technique for estimating absolute, per-pixel depth using any conventional monocular 2D camera, with minor hardware modifications. Our approach targets close-range human capture and interaction where dense 3D estimation of hands and faces is desired. We use hybrid classification-regression forests to learn how to ...
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