• DocumentCode
    3140364
  • Title

    Heading direction anticipation using visual feedback system

  • Author

    Zaina, Z. ; Ramli, Rohaiza ; Mustafa, Mohd Marzuki ; Zainal, Zafariq

  • Author_Institution
    Fac. of Eng. & Built Environ., Univ. Kebangsaan Malaysia, Bangi, Malaysia
  • fYear
    2012
  • fDate
    16-17 July 2012
  • Firstpage
    32
  • Lastpage
    37
  • Abstract
    This paper presents a technique of visual feedback system application to interpret heading direction which can be adapted to a moving system such as walking mobile robot. An optical flow is used to extract information obtained from generation of images sequence from the visual feedback system. The generation of optical flow is done by differential based method and the heading direction is represented by angle estimation. The technique was tested in two conditions in which a situation of a static camera with moving object and in a situation where moving camera with static environment. The efficiency of the visual feedback system is evaluated using root mean square error (RMSE) in order to determine the performance of proposed method in angle representation.
  • Keywords
    cameras; feature extraction; feedback; image sequences; mean square error methods; RMSE; angle estimation; angle representation; differential based method; heading direction anticipation; images sequence; information extraction; moving system; optical flow; root mean square error; static camera; visual feedback system; walking mobile robot; Cameras; Computer vision; Image motion analysis; Integrated optics; Optical imaging; Vectors; Visualization; Visual feedback system; heading direction; optical flow;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and System Graduate Research Colloquium (ICSGRC), 2012 IEEE
  • Conference_Location
    Shah Alam, Selangor
  • Print_ISBN
    978-1-4673-2035-1
  • Type

    conf

  • DOI
    10.1109/ICSGRC.2012.6287131
  • Filename
    6287131