• DocumentCode
    2622700
  • Title

    Measuring Diameter of Non-threaded Hex Bolts Based on Hough Transform

  • Author

    Zhifeng, Zhou

  • Author_Institution
    Shanghai Univ. of Eng. Sci., Shanghai, China
  • Volume
    2
  • fYear
    2011
  • fDate
    6-7 Jan. 2011
  • Firstpage
    526
  • Lastpage
    528
  • Abstract
    Non-threaded bolts are the important semi-manufactures during manufacturing hexagon-head bolts. This paper proposes a vision measurement method to measure the diameter of non-threaded bolt. On the basis of briefly introducing manufacture process, the importance of measuring non-threaded bolts is pointed out. The principle of circle detection based on hough transform is analyzed. Image acquisition software is developed. Median filter is designed to enhance the acquired image. A Canny detector is employed to extract the edges of hexagon-head bolt. Hough transform is used to locate circle in the original image. According to the number of pixels and the dimension of pixel, the diameter of bolt is computed. The experiment measurement system is constructed to illustrate the performance of the proposed method. The result shows that the presented method is effective and the inspection accuracy satisfies real manufacture.
  • Keywords
    automatic optical inspection; computer vision; diameter measurement; edge detection; fasteners; image enhancement; median filters; metallurgical industries; threading (machining); Hough transform; acquired image enhancement; canny detector; circle detection; edge extraction; experiment measurement system; hexagon-head bolts manufacturing; image acquisition software; inspection accuracy; manufacture process; measuring diameter; median filter; non-threaded bolt; non-threaded hex bolts; nonthreaded bolts; semi-manufactures; vision measurement method; Detectors; Fasteners; Image edge detection; Light sources; Pixel; Steel; Transforms; circle detection; hexagon-head bolts; hough transform; vision measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
  • Conference_Location
    Shangshai
  • Print_ISBN
    978-1-4244-9010-3
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2011.418
  • Filename
    5721236