• DocumentCode
    2731703
  • Title

    Shape-based matching: Defect inspection of glue process in vision system

  • Author

    Haniff, H.M. ; Sulaiman, M. ; Shah, H.N.M. ; Teck, L.W.

  • Author_Institution
    Univ. Teknikal Malaysia Melaka (UTeM), Durian Tunggal, Malaysia
  • fYear
    2011
  • fDate
    25-28 Sept. 2011
  • Firstpage
    53
  • Lastpage
    57
  • Abstract
    This research regarding the application of a vision algorithm sensor to monitor the operation of a system in order to control the concerning jobs and work pieces recognition that are to be made during system operation in real time. This paper stresses more on the vision algorithm that mainly focus on shape-based matching application. This algorithm consists of two parts; training phase and recognition phase. Region of interest (ROI) are using to create the special region of the defect model for easier in matching purposes. By minimizing the ROI are able to decrease the processing time taken in order for completing its task. 3 models will be created as a main defect; gap defect, bumper defect and bubble defect are trained through the system to extract the special data created for them and using it to provide data in finding matching defect with tested images after gluing process being done.
  • Keywords
    adhesives; image matching; image sensors; inspection; production engineering computing; shape recognition; bubble defect; bumper defect; defect inspection; gap defect; glue process; region of interest; shape based matching; vision algorithm sensor; vision system; Feature extraction; Image recognition; Industrial electronics; Inspection; Machine vision; Shape; Training; Region of interest; glue defect; gluing process; matching process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ISIEA), 2011 IEEE Symposium on
  • Conference_Location
    Langkawi
  • Print_ISBN
    978-1-4577-1418-4
  • Type

    conf

  • DOI
    10.1109/ISIEA.2011.6108771
  • Filename
    6108771