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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

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/071396C2-B64B-4E49-B93A-F0E1F55BDDC1-
Αναγνωριστικόhttps://doi.org/10.1016/j.conbuildmat.2006.08.024-
Αναγνωριστικόhttps://www.sciencedirect.com/science/article/pii/S0950061806002704-
Γλώσσαen-
Μέγεθος11 pagesen
ΤίτλοςA morphological fusion algorithm for optical detection and quantification of decay patterns on stone surfacesen
ΔημιουργόςKapsalas P.en
ΔημιουργόςMaravelaki Pagona-Nonien
ΔημιουργόςΜαραβελακη Παγωναel
ΔημιουργόςZervakis Michailen
ΔημιουργόςΖερβακης Μιχαηλel
ΔημιουργόςDelegou, Ekaterini Ten
ΔημιουργόςMoropoulou, Aen
ΕκδότηςElsevieren
ΠερίληψηThe 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
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-02-
Ημερομηνία Δημοσίευσης2008-
Θεματική ΚατηγορίαStone decay diagnosisen
Θεματική ΚατηγορίαChemical cleaning evaluationen
Θεματική ΚατηγορίαOptical inspectionen
Θεματική ΚατηγορίαMorphological operationsen
Θεματική ΚατηγορίαBlob analysisen
Θεματική ΚατηγορίαStatistical evaluationen
Βιβλιογραφική ΑναφοράP. 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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