• DocumentCode
    1385588
  • Title

    Determination of robot locations by common object shapes

  • Author

    Chen, Shu-Yuan ; Tsai, Wen-Hsiang

  • Author_Institution
    Nat. Chaio Tung Univ., Hsinchu, Taiwan
  • Volume
    7
  • Issue
    1
  • fYear
    1991
  • fDate
    2/1/1991 12:00:00 AM
  • Firstpage
    149
  • Lastpage
    156
  • Abstract
    A novel approach to the determination of robot locations by common object shapes is proposed. Any object that has a polygon-shaped top and a lateral surface perpendicular to the top can be used for robot locations in the approach, as long as the top shape is known in advance. In addition, the solution provided by the approach can be computed analytically. These merits make the proposed approach more practical for general applications than other approaches using specially designed marks or requiring iterative computation. From a monocular image of an object, image processing and numerical analysis techniques are applied to extract the projection characteristics of the polygon corners on the object top surface, from which the position and the orientation parameters of a camera-mounted robot can be determined. Experimental results with location errors less than 5% prove the feasibility of the proposed approach. Error analysis that is useful for choosing better viewing angles to get more accurate location results is included
  • Keywords
    computer vision; computerised pattern recognition; numerical analysis; robots; common object shapes; computer vision; computerised pattern recognition; image processing; monocular image; numerical analysis; polygon; projection characteristics; robot locations; Cameras; Image processing; Iterative methods; Military computing; Navigation; Numerical analysis; Optical sensors; Robot vision systems; Robotics and automation; Shape;
  • fLanguage
    English
  • Journal_Title
    Robotics and Automation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1042-296X
  • Type

    jour

  • DOI
    10.1109/70.68078
  • Filename
    68078