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A morphological fusion algorithm for optical detection and quantification of decay patterns on stone surfaces

Kapsalas P., Maravelaki Pagona-Noni, Zervakis Michail, Delegou, Ekaterini T, Moropoulou, A

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URIhttp://purl.tuc.gr/dl/dias/071396C2-B64B-4E49-B93A-F0E1F55BDDC1-
Identifierhttps://doi.org/10.1016/j.conbuildmat.2006.08.024-
Identifierhttps://www.sciencedirect.com/science/article/pii/S0950061806002704-
Languageen-
Extent11 pagesen
TitleA morphological fusion algorithm for optical detection and quantification of decay patterns on stone surfacesen
CreatorKapsalas P.en
CreatorMaravelaki Pagona-Nonien
CreatorΜαραβελακη Παγωναel
CreatorZervakis Michailen
CreatorΖερβακης Μιχαηλel
CreatorDelegou, Ekaterini Ten
CreatorMoropoulou, Aen
PublisherElsevieren
Content SummaryThe quantification of black crust formation on exposed stone has been carried out in this work with the aid of non-destructive analytical techniques. The proposed non-destructive Morphologically Fused Detection (MFD) approach, quantifies the deterioration effects encountered on marble surfaces by providing the number, location and shape of deterioration spots. According to this approach, a weighted difference of Gaussians filter determines the exact locations of deterioration patterns, a morphological detector provides the shape of such patterns and finally a conditional thickening operator combines location and shape information from the previous stages. The detected decay areas are segmented and distinguished into white and black spots according to their chemical composition. Besides applications in assessing deterioration and monitoring the decay rate of exposed stone with time, MFD can be further employed for evaluating the efficiency of cleaning methods. The algorithm is tested on a large set of images depicting a variety of degradation effects. The derived results are in accordance with assessments obtained by chemical analyses.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-11-02-
Date of Publication2008-
SubjectStone decay diagnosisen
SubjectChemical cleaning evaluationen
SubjectOptical inspectionen
SubjectMorphological operationsen
SubjectBlob analysisen
SubjectStatistical evaluationen
Bibliographic CitationP. Kapsalas, P. Maravelaki-Kalaitzaki, M. Zervakis, E. T. Delegou and A. Moropoulou, “A morphological fusion algorithm for optical detection and quantification of decay patterns on stone surfaces," Constr. Build. Mate., vol. 22, no. 3, pp. 228-238, Mar. 2008. doi:10.1016/j.conbuildmat.2006.08.024en

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