Title :
Using soft computing for a prototype collagen plate inspection system
Author :
Köppen, M. ; Soria-Frisch, A. ; Sy, Th
Author_Institution :
Dept. of Security & Inspection Technol., Fraunhofer IPK, Berlin, Germany
Abstract :
A framework for the automated visual inspection of collagen plates was implemented and used in an industrial application for the evaluation of fault perceptual relevance. The here presented paper analyzes the methodologies used in this framework in order to predict the end user´s opinion, especially the usage of genetic algorithm to adapt the fuzzy weights for making the final classifications.
Keywords :
automatic optical inspection; fuzzy set theory; genetic algorithms; pattern recognition; proteins; Choquet fuzzy integral; automated visual inspection; collagen plate inspection system; fault perceptual relevance; fuzzy aggregation; genetic algorithm; industrial application; order weighted averaging; pattern recognition; soft computing; Algorithm design and analysis; Face; Genetic algorithms; Humans; Inspection; Pattern recognition; Production; Prototypes; Security; Skin;
Conference_Titel :
Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
Print_ISBN :
0-7803-7804-0
DOI :
10.1109/CEC.2003.1299449
