• DocumentCode
    1562249
  • Title

    A machine vision system for inspecting bearing-diameter

  • Author

    Lei, Liangyu

  • Author_Institution
    Dept. of Mech. Eng., Jiangsu Teachers Coll. of Technol., Changzhou, China
  • Volume
    5
  • fYear
    2004
  • Firstpage
    3904
  • Abstract
    Aimed at traditional problems such as low-efficiency, too much man-made factor and unable to realize online, real-time or noncontact measure in the inspecting inner and outer diameter of bearing, a machine vision system for inspecting inner and outer diameter of bearing is developed. The system setup and inspecting principle are introduced. Moreover, filtering two times is introduced in image preprocessing, based on which, four detection operator are compared and studied, to make the extraction of image edge-detection better. The presented results show that the proposed machine vision inspection system allows accurate and robust 100% inspection of bearing-diameter and as such it may be a valuable tool for ensuring high-end-product quality, thus has a expansive application foreground.
  • Keywords
    CCD image sensors; computer vision; edge detection; filtering theory; inspection; machine bearings; CCD image sensors; bearing inner diameter inspection; bearing outer diameter inspection; filtering theory; image edge detection operator; image edge extraction; image preprocessing; machine vision inspection system; noncontact measurement; product quality; Auditory system; Belts; Charge coupled devices; Image edge detection; Inspection; Lighting; Machine vision; Mechanical variables measurement; Motor drives; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1342226
  • Filename
    1342226