Estimating human shape and pose from a single image

@article{Guan2009EstimatingHS,
  title={Estimating human shape and pose from a single image},
  author={Peng Guan and Alexander Weiss and Alexandru O. Balan and Michael J. Black},
  journal={2009 IEEE 12th International Conference on Computer Vision},
  year={2009},
  pages={1381-1388}
}
We describe a solution to the challenging problem of estimating human body shape from a single photograph or painting. Our approach computes shape and pose parameters of a 3D human body model directly from monocular image cues and advances the state of the art in several directions. First, given a user-supplied estimate of the subject's height and a few clicked points on the body we estimate an initial 3D articulated body pose and shape. Second, using this initial guess we generate a tri-map of… CONTINUE READING
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