• DocumentCode
    2415223
  • Title

    Gait analysis and validation using voxel data

  • Author

    Wang, Fang ; Stone, Erik ; Dai, Wenqing ; Skubic, Marjorie ; Keller, James

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Missouri, Columbia, MO, USA
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    6127
  • Lastpage
    6130
  • Abstract
    In this paper, we present a method for extracting gait parameters including walking speed, step time and step length from a three-dimensional voxel reconstruction, which is built from two calibrated camera views. These parameters are validated with a GAITRite Electronic mat and a Vicon motion capture system. Experiments were conducted in which subjects walked across the GAITRite mat at various speeds while the Vicon cameras recorded the motion of reflective markers attached to subjects´ shoes, and our two calibrated cameras captured the images. Excellent agreements were found for walking speed. Step time and step length were also found to have good agreement given the limitation of frame rate and voxel resolution.
  • Keywords
    gait analysis; image motion analysis; image reconstruction; medical image processing; GAITRite Electronic mat; Vicon motion capture system; gait analysis; gait parameter extraction; step length; step time; three-dimensional voxel reconstruction; voxel data; walking speed; Algorithms; Gait; Humans; Image Interpretation, Computer-Assisted; Physical Examination; Physical Exertion; Reproducibility of Results; Sensitivity and Specificity; Video Recording; Walking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5334706
  • Filename
    5334706