• DocumentCode
    3549246
  • Title

    Monocular 3D tracking of the golf swing

  • Author

    Urtasun, Raquel ; Fleet, David J. ; Fua, Pascal

  • Author_Institution
    Comput. Vision Lab., Ecole Polytech. Fed. de Lausanne, Switzerland
  • Volume
    2
  • fYear
    2005
  • fDate
    20-25 June 2005
  • Abstract
    This paper showcases our tracking algorithm described in (R. Urtasun et al., 2005). The proposed approach incorporates dynamic motion models into the human body tracking process yielding full 3D reconstruction from monocular sequences. The tracking is formulated in terms of minimizing a differentiable criterion whose differential structure is rich enough for successful optimization using a single hypothesis. In other words we avoid the computational complexity of multihypotheses algorithms while obtaining excellent results under challenging conditions.
  • Keywords
    image motion analysis; image reconstruction; image sequences; optimisation; solid modelling; sport; tracking; 3D image reconstruction; dynamic motion models; golf swing; human body tracking process; monocular 3D tracking; multihypotheses algorithm; Biological system modeling; Cameras; Computational complexity; Computer science; Computer vision; Humans; Image reconstruction; Laboratories; Skeleton; Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on
  • ISSN
    1063-6919
  • Print_ISBN
    0-7695-2372-2
  • Type

    conf

  • DOI
    10.1109/CVPR.2005.230
  • Filename
    1467598