• DocumentCode
    3234374
  • Title

    Active vision gaze control for mobile robot

  • Author

    Deeb, Ahmed Sheikh ; Hollitt, Christopher

  • Author_Institution
    Sch. of Eng. & Comput. Sci., Victoria Univ. of Wellington, Wellington, New Zealand
  • fYear
    2011
  • fDate
    6-8 Dec. 2011
  • Firstpage
    436
  • Lastpage
    440
  • Abstract
    Active vision systems for use in robots require a method of directing the camera at targets of interest. There are two approaches to solving this problem; a bottom-up approach which directs the camera at elements of the visual field that have high salience, or a top-down approach which directs the vision under deliberative control. We discuss a biologically inspired system that combines bottom-up and top-down approaches. An artificial analogue of the superior colliculus is used to combine a set of data-driven feature maps. The relative weighting of the various maps are dependent on the task being performed by the robot. In this paper we discuss the architecture of the gaze control system and present simulations illustrating the operation of the artificial superior colliculus.
  • Keywords
    mobile robots; robot vision; active vision gaze control; active vision system; artificial superior colliculus operation; bottom-up approach; data-driven feature map; deliberative control; mobile robot; top-down approach; Animals; Brain modeling; Cameras; Machine vision; Robot sensing systems; Visualization; Active vision system; Foveal vision system; Gaze control; Saccadic eye movements; Saliency; Visual attention;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation, Robotics and Applications (ICARA), 2011 5th International Conference on
  • Conference_Location
    Wellington
  • Print_ISBN
    978-1-4577-0329-4
  • Type

    conf

  • DOI
    10.1109/ICARA.2011.6144923
  • Filename
    6144923