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
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