• DocumentCode
    3479247
  • Title

    Lift-button detection and recognition for service robot in buildings

  • Author

    Yu, Xinguo ; Dong, Li ; Li, Liyuan ; Hoe, Kah Eng

  • Author_Institution
    Inst. for Infocomm Res., Singapore, Singapore
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    313
  • Lastpage
    316
  • Abstract
    Lift operation is one of critical functions for mobile service robot to move across levels in buildings. Lift operation poses the problem of lift-button detection and recognition for computer vision. This paper presents a framework for vision-based lift-button detection and recognition. This problem is challenging due to reflection and complex background. To achieve the robustness in lift operation, we adopt multiple techniques to combat the challenges. First, we propose a multiple partial models method to increase the robustness of button panel detection. Second, we do button recognition by combining structural inference, Hough transform, and multi-symbol recognition techniques. Lastly, we use ultrasonic distance measure devices to aid the vision of the robot. The experimental results show that our framework can achieve the promising results in recognizing both the internal and external buttons of lift.
  • Keywords
    Hough transforms; mobile robots; object recognition; robot vision; service robots; Hough transform; buildings; button panel detection; computer vision; lift button detection; lift button recognition; lift operation; mobile service robot; multisymbol recognition; robot vision; structural inference; ultrasonic distance measure devices; Buildings; Computer vision; Image recognition; Navigation; Object detection; Reflection; Robot sensing systems; Robot vision systems; Robustness; Service robots; lift operation; lift-button detection and recognition; multi-symbol recognition; robot navigation; service robot; structural inference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5413667
  • Filename
    5413667