DocumentCode :
3307134
Title :
An Automatic decission support system for medical instrument suppliers using fuzzy multifactor based approach
Author :
Chaki, Ayan ; Chattopadhyay, T.
Author_Institution :
Innovation Lab., Tata Consultancy Services Ltd., Kolkata, India
fYear :
2009
fDate :
22-25 Aug. 2009
Firstpage :
158
Lastpage :
163
Abstract :
Most products are inspected for flaws several times during the manufacturing process. For this purpose, object detection is a very fundamental task in most of the image analysis applications. Most of the existing methods for low-level object detection perform color similarity and histogram similarity based approach in the 2-D image space. In this paper, a multi-factorial based approach has been proposed where the decision taking process involves a fuzzy mechanism based on weighted values of different parameters.
Keywords :
decision support systems; fuzzy set theory; image colour analysis; medical supplies; object detection; production engineering computing; 2D image space; automatic decision support system; color similarity; decision taking process; fuzzy multifactor based approach; histogram similarity; image analysis; manufacturing process; medical instrument suppliers; object detection; Brightness; Fuzzy systems; Glass; Image edge detection; Inspection; Instruments; Machine vision; Packaging; Shape; Skeleton;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Science and Engineering, 2009. CASE 2009. IEEE International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-4578-3
Electronic_ISBN :
978-1-4244-4579-0
Type :
conf
DOI :
10.1109/COASE.2009.5234188
Filename :
5234188
Link To Document :
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