Assessment of concrete compressive strength by image processing technique

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dc.contributor.authorBaşyiğit, Celalettin
dc.contributor.authorÇomak, Bekir
dc.contributor.authorKılınçarslan, Şemsettin
dc.contributor.authorUncu, İsmail Serkan
dc.date.accessioned2020-04-30T22:39:44Z
dc.date.available2020-04-30T22:39:44Z
dc.date.issued2012
dc.departmentDÜ, Teknik Eğitim Fakültesi, Yapı Eğitimi Bölümüen_US
dc.descriptionKilincarslan, Semsettin/0000-0001-8253-9357en_US
dc.descriptionWOS: 000314434400060en_US
dc.description.abstractThe aim of this study is to assess the compressive strength values of different concrete classes by using the image processing technique. For this purpose, seven different water/cement ratios were obtained using the different series of concrete. Physical and mechanical tests were conducted on the obtained specimens. In addition, analyses were carried out by using image processing techniques. Correlations between compressive strength values of the obtained concrete specimens and the results obtained at the end of image processing were sought. A good correlation (R-2 = 0.9847) between the aggregate volume was observed by means of image processing, and the aggregate volume, theoretically assigned during mixture design. Regression analyses were done using image processing and non-destructive test results. For the comparison the performance of the regression techniques R-2, RMSE, SSE and MAPE were evaluated for each analysis. It is further considered that the image processing technique that was used in this study can be an auxiliary tool to destructive and non-destructive testing methods. (C) 2012 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipSuleyman Demirel University Unit of Scientific Research ProjectsSuleyman Demirel University [1990-D-09]en_US
dc.description.sponsorshipThis study was carried out within the framework of the research Project No. 1990-D-09, supported by the Suleyman Demirel University Unit of Scientific Research Projects. The authors are thankful to the SDU Unit of Scientific Research Projects.en_US
dc.identifier.doi10.1016/j.conbuildmat.2012.07.055en_US
dc.identifier.endpage532en_US
dc.identifier.issn0950-0618
dc.identifier.issn1879-0526
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage526en_US
dc.identifier.urihttps://doi.org/10.1016/j.conbuildmat.2012.07.055
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2811
dc.identifier.volume37en_US
dc.identifier.wosWOS:000314434400060en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofConstruction And Building Materialsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectConcrete compressive strengthen_US
dc.subjectImage processingen_US
dc.subjectNon-destructive testing methodsen_US
dc.titleAssessment of concrete compressive strength by image processing techniqueen_US
dc.typeArticleen_US

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