• DocumentCode
    461642
  • Title

    Human Body Motion Capture via 3D Graph-cuts

  • Author

    Wan, Chengkai ; Yuan, Baozong ; Sun, Yunda ; Miao, Zhenjiang

  • Author_Institution
    Inst. of Inf. Sci., Beijing Jiaotong Univ.
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 Nov. 2006
  • Abstract
    In this paper, we propose a new algorithm for markerless vision-based human body motion capture. In our method, motion capture or pose estimation is considered as an energy minimization problem, and the energy function construction is converted to a 3D graph construction. During this procedure, a human model with a certain pose will be taken into account. At last Powell algorithm will be used to optimize the result of the energy function
  • Keywords
    computer graphics; computer vision; image motion analysis; 3D graph-cuts; energy function construction; human body motion; markerless vision; Biological system modeling; Cameras; Computer vision; Energy capture; Equations; Humans; Image segmentation; Kinematics; Minimization methods; Motion estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345659
  • Filename
    4129140