• DocumentCode
    1738268
  • Title

    An active vision system for mobile robots

  • Author

    Jian Peng ; Srikaew, A. ; Wilkes, Mitch ; Kawamura, Kazuhiko ; Peters, Alan

  • Author_Institution
    Intelligent Robotics Lab., Vanderbilt Univ., Nashville, TN, USA
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1472
  • Abstract
    An active vision system enables the selective capture of important information for various applications. With an active vision system, the control of gaze direction toward a visual target can simplify many of the robot´s interactions with the world. This work presents the implementation of a camera head control system for a mobile robot, called HelpMate. Helpmate´s binocular head is composed of two Sony color cameras mounted on two independent pan-tilt heads. The camera head control behavior is designed to be similar to that of human eyes, which include saccade, smooth pursuit, vergence and vestibulo-ocular reflex. Saccade allows the robot to quickly direct its gaze to the target, smooth pursuit keeps both cameras fixated on the moving target, vergence makes sure that the two cameras are looking at the same object, and vestibulo-ocular reflex compensates the camera motion for the robot body´s movement. Control methods have been designed and tested through experimentation. By using color segmentation, HelpMate can detect and locate a human holding a specific colored object, who is approaching within its range. Once the target is located, the two cameras are fixated, and HelpMate´s body turns toward the target. The camera head then smoothly tracks the moving target and guides the robot to follow the target as it moves
  • Keywords
    active vision; cameras; image colour analysis; image segmentation; mobile robots; robot vision; target tracking; HelpMate; Sony color cameras; active vision system; binocular head; camera head control system; camera motion compensation; color segmentation; colored object; fixation; gaze direction control; independent pan-tilt heads; mobile robots; moving target; neural net; robot body movement; saccade; selective information capture; smooth pursuit; smooth tracking; vergence; vestibulo-ocular reflex; Cameras; Control systems; Design methodology; Eyes; Humans; Machine vision; Mobile robots; Object detection; Robot vision systems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 2000 IEEE International Conference on
  • Conference_Location
    Nashville, TN
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-6583-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2000.886062
  • Filename
    886062