• DocumentCode
    3472779
  • Title

    One Method of Bearing Outside-Diameter Detection Based on Hough Transform

  • Author

    Zhong, Fei ; Dai, Na ; He, Tao ; Wu, Qing-Hua

  • Author_Institution
    Huazhong Univ. of Sci. & Technol., Wuhan
  • fYear
    2007
  • fDate
    18-21 Aug. 2007
  • Firstpage
    1382
  • Lastpage
    1385
  • Abstract
    Bearing outside-diameter detection is a very important part of bearing detection. In this paper, bearing outside-diameter is detected by a method named Hough transform. For the curve known analytic function, Hough transform is effectual. However, the detection method based on traditional Hough transform has some disadvantages such as large amount of data, needing a very huge memory, slow speed and so on. Therefore, a more efficient method is introduced in the paper. In this way, the parameters of a circle are extracted, and this method can avoid introducing the points which are not a part of the circle into computation. The result which is relatively exact can be gotten with much small amount of data. This method improves the speed of bearing outside-diameter detection.
  • Keywords
    Hough transforms; feature extraction; machine bearings; production engineering computing; Hough transform; bearing outside-diameter detection; parameter extraction; Algorithm design and analysis; Data mining; Helium; Image edge detection; Logistics; Machine vision; Manufacturing automation; Mechanical engineering; Noise generators; Parameter extraction; Hough Transform; Parameter extraction; circle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2007 IEEE International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-1531-1
  • Type

    conf

  • DOI
    10.1109/ICAL.2007.4338786
  • Filename
    4338786