• DocumentCode
    159734
  • Title

    A Fuzzy UV-disparity based approach for obstacles avoidance

  • Author

    Irki, Zohir ; Oussar, Abdelatif ; Hamdi, Mohamed ; Seddi, Fatah

  • Author_Institution
    Lab. des Syst. Numeriques, Ecole Militaire Polytech., Algiers, Algeria
  • fYear
    2014
  • fDate
    12-15 May 2014
  • Firstpage
    67
  • Lastpage
    70
  • Abstract
    In this paper we present an approach which contributes to the avoidance of obstacles by a mobile robot during its navigation. This approach consists on the use of stereoscopic images in order to detect an eventual obstacle. For this, the used algorithm exploits the V-disparity image issued from the manipulation of the disparity map. After the detection of the obstacle, the robot estimates the position and dimensions of the obstacle in order to choose the suitable way to avoid it. The estimation of the obstacle properties is done by the treatment of the U-disparity image which is calculated in the same time as the V-disparity image. The avoidance approach is carried out using a fuzzy controller which generates commands to control the velocity of the different robot wheels so that the robot goes to the left or to the right of the obstacle.
  • Keywords
    collision avoidance; fuzzy control; mobile robots; robot vision; stereo image processing; U-disparity image; V-disparity image; fuzzy UV-disparity based approach; mobile robot; obstacle detection; obstacle dimension; obstacle position; obstacle properties; obstacles avoidance; robot navigation; stereoscopic images; Algorithm design and analysis; Automation; Intelligent vehicles; Niobium; Robots; Fuzzy controller; Obstacle avoidance; Stereoscopic matching; U-disparity; V-disparity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing (IWSSIP), 2014 International Conference on
  • Conference_Location
    Dubrovnik
  • ISSN
    2157-8672
  • Type

    conf

  • Filename
    6837632