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
Link To Document :
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