Reconstructing 3D Human Pose from RGB‐D Data with Occlusions
Bowen Dang,
Xi Zhao,
Bowen Zhang
et al.
Abstract:We propose a new method to reconstruct the 3D human body from RGB‐D images with occlusions. The foremost challenge is the incompleteness of the RGB‐D data due to occlusions between the body and the environment, leading to implausible reconstructions that suffer from severe human‐scene penetration. To reconstruct a semantically and physically plausible human body, we propose to reduce the solution space based on scene information and prior knowledge. Our key idea is to constrain the solution space of the human … Show more
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