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Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation
[article]
2019
arXiv
pre-print
We describe an end-to-end method for recovering 3D human body mesh from single images and monocular videos. Different from the existing methods try to obtain all the complex 3D pose, shape, and camera parameters from one coupling feature, we propose a skeleton-disentangling based framework, which divides this task into multi-level spatial and temporal granularity in a decoupling manner. In spatial, we propose an effective and pluggable "disentangling the skeleton from the details" (DSD) module.
arXiv:1908.07172v2
fatcat:k4ncnboleza4vc6jh3y355kgum