• DocumentCode
    3452598
  • Title

    Human recognition using RFID technology and sterero vision

  • Author

    Jia, Songmin ; Sheng, Jibuo ; Chugo, Daisuke ; Takase, Kunikatsu

  • Author_Institution
    Grad. Sch. of Inf. Syst., Univ. of Electro-Commun., Tokyo
  • fYear
    2007
  • fDate
    15-18 Dec. 2007
  • Firstpage
    1488
  • Lastpage
    1493
  • Abstract
    In this paper, a method of human recognition in indoor environment for mobile robot using RFID (radio frequency identification) technology and stereo vision is proposed as it is inexpensive, flexible and easy to use in practical environment. Because information of human being can be written in ID tags, the proposed method can detect the human easily and quickly compared with the other methods. The proposed method first calculates the probability where human with ID tag exists using Bayes rule and determines the ROI for stereo camera processing in order to get accurate position and orientation of human. Hu moment invariants was introduced to recognize the human being because this method is insensitive to the variations in position, size and orientation. The proposed method does not need to process all image and easily gets some information of obstacle such as size, color, thus decreases the processing computation. This paper introduces the architecture of the proposed method and presents some experimental results.
  • Keywords
    Bayes methods; mobile robots; object detection; radiofrequency identification; robot vision; stereo image processing; Bayes rule; RFID technology; human recognition; indoor environment; mobile robot; obstacle detection; probability; radiofrequency identification; sterero vision; Cameras; Communication system control; Humans; Indoor environments; Mobile communication; Mobile robots; Radiofrequency identification; Robot control; Robot vision systems; Stereo vision; RFID; human detection; mobile robot; probability; stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-1761-2
  • Electronic_ISBN
    978-1-4244-1758-2
  • Type

    conf

  • DOI
    10.1109/ROBIO.2007.4522384
  • Filename
    4522384