• DocumentCode
    600011
  • Title

    Low-cost Machine Vision System for dimension measurement of fast moving conveyor products

  • Author

    Arsalan, Muhammad ; Aziz, Ahmedullah

  • Author_Institution
    Dept. of Electr. Eng., Nat. Univ. of Sci. & Technol. (NUST), Islamabad, Pakistan
  • fYear
    2012
  • fDate
    20-22 Dec. 2012
  • Firstpage
    22
  • Lastpage
    27
  • Abstract
    Product manufacturing industries growth and efficiency greatly depends upon the quality of end product. Hence, it is necessary to inspect each and every object for its quality during manufacturing process. Machine Vision system can be implies here for indispensable advantages. Commercial Vision systems available in market are very expensive. Industries especially in third world countries like Pakistan it is not easy for them to utilize Typical Machine Vision System in place of conventional measuring methods due to economic reasons. Keeping this scenario in mind, an attempt was made to develop a Low-Cost Machine Vision System. The paper presents a design of Machine Vision System capable of object monitoring with the resolution up to 0.3mm. Real time Image processing of moving conveyor objects has performed. Different measurement inspection procedures have been performed including length measurement, diameter measurement and object feature counting. Practical Project Testing gives out measurement results up to 99% accuracy.
  • Keywords
    computer vision; conveyors; diameter measurement; inspection; length measurement; product quality; production engineering computing; production testing; Pakistan; commercial vision system; diameter measurement; dimension measurement; fast moving conveyor product; industry efficiency; industry growth; length measurement; low-cost machine vision system; manufacturing process; measurement inspection procedure; measuring method; object feature counting; practical project testing; product manufacturing industry; product quality; quality inspection; realtime image processing; Belts; Cameras; Image edge detection; Inspection; Length measurement; MATLAB; Machine vision; inspection; machine vision; moving conveyor objects;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Open Source Systems and Technologies (ICOSST), 2012 International Conference on
  • Conference_Location
    Lahore
  • Print_ISBN
    978-1-4673-3094-7
  • Type

    conf

  • DOI
    10.1109/ICOSST.2012.6472822
  • Filename
    6472822