• DocumentCode
    397972
  • Title

    A novel intelligent approach to anchorage measurement using electron microscopy

  • Author

    Warne, K. ; Prasad, G. ; Siddique, N.H. ; Maguire, L.P.

  • Author_Institution
    Sch. of Comput. & Intelligent Sytems, Ulster Univ., UK
  • Volume
    4
  • fYear
    2003
  • fDate
    5-8 Oct. 2003
  • Firstpage
    3810
  • Abstract
    There are several key attributes within the medical packaging industry, such as, anchorage, seal strength etc, which characterize the quality of the medical packaging product. This paper presents a new approach to determine the anchorage of the packaging material. The conventional approach to anchorage measurement involves a manual visual inspection procedure, which is very subjective and has led to inconsistencies in quality control. A new proposed method to improve this procedure involves image-processing technique, which eliminates operator dependencies. A fuzzy reasoning approach is then used to quantify the results generated from image processing which replaces the human decision process. This fusion of these techniques results in a more automated systematic approach to anchorage measurement. Experimental studies confirm that this novel approach leads to a more robust and improved quality control system for the medical packaging company.
  • Keywords
    coating techniques; data acquisition; electron microscopy; fuzzy logic; image segmentation; inspection; packaging; quality control; anchorage measurement; data acquisition; electron microscopy; fuzzy logic based quantifier; fuzzy reasoning approach; image analysis; image thresholding; image-processing technique; intelligent approach; medical packaging industry; quality control system; visual inspection procedure; Biomedical imaging; Electron microscopy; Fusion power generation; Fuzzy reasoning; Image generation; Image processing; Inspection; Packaging; Quality control; Seals;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2003. IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7952-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2003.1244482
  • Filename
    1244482