• DocumentCode
    575076
  • Title

    A motion classifier for Microsoft Kinect

  • Author

    Waithayanon, Chitphon ; Aporntewan, Chatchawit

  • Author_Institution
    Dept. of Math. & Comput. Sci., Chulalongkorn Univ., Bangkok, Thailand
  • fYear
    2011
  • fDate
    Nov. 29 2011-Dec. 1 2011
  • Firstpage
    727
  • Lastpage
    731
  • Abstract
    In this paper we proposed a motion classifier using Microsoft Kinect. The main algorithm was based on Dynamic Time Warping (DTW). We tested the classifier with 7 motions. The experimental results showed that DTW coupled with human joint positions captured by Microsoft Kinect were capable of classifying the selected motions.
  • Keywords
    image classification; image motion analysis; DTW; Microsoft Kinect; dynamic time warping; human joint position; motion classifier; Dynamics; Humans; Joints; Programming; Robot sensing systems; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Sciences and Convergence Information Technology (ICCIT), 2011 6th International Conference on
  • Conference_Location
    Seogwipo
  • Print_ISBN
    978-1-4577-0472-7
  • Type

    conf

  • Filename
    6316712
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=575076