Development of new edge-detection filter based on genetic algorithm: An application to a soldering joint inspection

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dc.contributor.authorSaenthon, A.
dc.contributor.authorKaitwanidvilai, S.
dc.date.accessioned2026-08-06T09:59:52Z
dc.date.available2026-08-06T09:59:52Z
dc.date.issued2010-02-01
dc.description.abstractThis paper proposes a new technique of edge detection for inspecting edge and perfection of soldering joint in the flip-chip, which is an important part of a hard disk drive. Summation of error between the actual values and the measured values from the designed system of several data sets is formulated as the objective function. Genetic algorithm is adopted to find the optimal filter mask to enhance the accuracy of the inspection system. As the results indicated, the accuracy of a system with the proposed edge-detection technique is superior to that of a system with conventional filters. © 2009 Springer-Verlag London Limited.
dc.identifier.citationInternational Journal of Advanced Manufacturing Technology, 46(9-12), 1009-1019, 2010
dc.identifier.doi10.1007/s00170-009-2157-x
dc.identifier.issn02683768
dc.identifier.other2-s2.0-77349109026
dc.identifier.urihttps://dspace.kmitl.ac.th/handle/123456789/2948
dc.sourceInternational Journal of Advanced Manufacturing Technology
dc.subjectAutomatic visual inspection
dc.subjectGenetic algorithms
dc.subjectImage processing
dc.titleDevelopment of new edge-detection filter based on genetic algorithm: An application to a soldering joint inspection
dc.typeArticle

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