• DocumentCode
    514564
  • Title

    Automatic Inspection Method of Steady Arm Slope Based on Computer Vision

  • Author

    Rujiao Duan ; Wei Zhao ; Songling Huang ; Jianye Chen

  • Author_Institution
    Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    13-14 March 2010
  • Firstpage
    714
  • Lastpage
    718
  • Abstract
    In this paper, a new strategy to inspect the slope of steady arm based on computer vision is presented, in light of the present monitoring ways are not more acceptable for their slowness, imprecision, laborious and potentially hazardous. First, the hardware structure of the image acquisition module of the inspection system is introduced; then, the formulas on calculating the steady arm slope are derivated and the technologies used in image processing are analyzed. Graying and median filter were used in image preprocessing to eliminate noise and enhance image quality; In view of the features of histogram, Otsu threshold segmentation was chose to isolate the registration device from the background; Then, extracting the skeleton of the isolated registration device to improve inspecting precision and finally, using Hough transformation to detect lines and calculate the slope of the steady arm. The experimental result shows that this algorithm is validate.
  • Keywords
    Hough transforms; automatic optical inspection; computer vision; edge detection; image denoising; image segmentation; median filters; railways; Hough transformation; Otsu threshold segmentation; automatic inspection method; computer vision; hardware structure; histogram; image acquisition module; image processing; image quality enhancement; isolated registration device; line detection; median filter; noise elimination; railway service quality; skeleton extraction; steady arm slope; Background noise; Computer vision; Computerized monitoring; Filters; Hardware; Image analysis; Image processing; Image quality; Inspection; Isolation technology; Computer Vision; Hough Transformation; Inspection; Steady Arm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
  • Conference_Location
    Changsha City
  • Print_ISBN
    978-1-4244-5001-5
  • Electronic_ISBN
    978-1-4244-5739-7
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2010.424
  • Filename
    5458502