XPENG RoboticsCompany & role details

Human Mesh Recovery with Parametric Body Models

A survey of human mesh reconstruction methods using parametric body models such as SMPL.

From pose to body geometry. Schematic illustrating SMPL-family models, mesh recovery research.
Project schematic · illustrative design

Methods Reviewed

  • Image-based Human Mesh Reconstruction (i.e, CLIFF)
  • Video-based Human Mesh Reconstruction (i.e, TCMR)
  • Multi-Person Mesh Reconstruction (i.e, BEV, Monocular Regression of 3D people in Depth)

Parametric Models

  • SMPL
  • SMPL-H
  • SMPL-X
  • GHUM / GHUML