• DocumentCode
    2364664
  • Title

    An obstacle detection and avoidance of a mobile robot with stereo vision camera

  • Author

    Hamzah, Rostam Affendi ; Rosly, Hasrul Nisham ; Hamid, Saad

  • Author_Institution
    Fac. of Electron. & Comput. Eng., UTeM, Ayer Keroh, Malaysia
  • fYear
    2011
  • fDate
    25-27 April 2011
  • Firstpage
    104
  • Lastpage
    108
  • Abstract
    This paper presents an obstacle detection and avoidance of mobile robot using stereo camera for indoor environment. Block matching algorithm is solved the correspondence problem occurred in comparing stereo images (left and right sensors of the camera). The algorithm uses Sum of Absolute Differences (SAD). Left image works as a reference block to the right image and the output is disparity mapping or depth maps with the left coordinate system. A pair of camera or stereo vision baseline is based on horizontal configuration. The block matching technique is briefly described with the performance of its output. The curve fitting tool would determine the range of each obstacle detected in disparity mapping. The programming activities are using Matlab software starting from capturing images until navigation of mobile robot.
  • Keywords
    cameras; collision avoidance; curve fitting; image matching; mobile robots; object detection; robot vision; stereo image processing; Matlab software; block matching algorithm; curve fitting; disparity mapping; mobile robot navigation; obstacle avoidance; obstacle detection; stereo images; stereo vision camera; sum of absolute differences; Cameras; Mathematical model; Mobile robots; Navigation; Pixel; Robot vision systems; Stereo vision; Block matching; disparity mapping; epipolar line; obstacle detection; stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Devices, Systems and Applications (ICEDSA), 2011 International Conference on
  • Conference_Location
    Kuala Lumpur
  • ISSN
    2159-2047
  • Print_ISBN
    978-1-61284-388-9
  • Type

    conf

  • DOI
    10.1109/ICEDSA.2011.5959032
  • Filename
    5959032