Proceedings of the Fuzzy System Symposium
25th Fuzzy System Symposium
Session ID : 1C3-02
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A Fundamental Study on Digital Image Processing for extracting concrete cracks using evolutionary algorithms
*Kei KAWAMURAYusuke FUJITAAkira KATOYoshihiko HAMAMOTO
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Abstract
The number of deteriorated infrastructure has increased dramatically in many countries. As a means of inspection for existing concrete structures, visual inspections are generally carried out to draw a sketch of cracks. The crack sketching takes an incredibly long time. Therefore, there is a significant demand for advanced tools for visual inspection. Recently, digital image processing technologies have been successfully applied in different industries. As the results, there are a lot of processing techniques. However, it is difficult to find an optimal image processing procedure for extracting cracks from a concrete surface image due to the fact that a broad array of procedures needs to be evaluated. This paper describes a novel approach for automatically constructing the image processing procedure for extracting concrete cracks. A characteristic feature of the study is the adoption of evolutionary algorithms to determine an optimal or suboptimal image processing procedure.
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© 2009 Japan Society for Fuzzy Theory and Intelligent Informatics
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