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Olive fly sting detection based on computer vision

dc.contributor.authorBeyaz, Abdullah
dc.contributor.authorMartínez Gila, Diego Manuel
dc.contributor.authorGómez Ortega, Juan
dc.contributor.authorGámez García, Javier
dc.date.accessioned2025-01-27T00:04:37Z
dc.date.available2025-01-27T00:04:37Z
dc.date.issued2019-11-14
dc.description.abstractOlive fly (Bactrocera oleae Rossi) is a parasite that infects olive fruit by stinging the fruit to deposit its eggs. The infection damages the fruit during its growth and affects the quality of the olive oil as a final product. Detection of olive fly stings in the virgin olive oil production process is therefore critical. This research aimed to develop automatic methodologies based on computer vision to detect fly stings in infected olive fruit samples. Different methodologies to detect defective areas on the surface of the fruit and classify them between stings and other bruises are described. The methodology to detect defective areas reached a success ratio of 93% and best classification algorithms reached a success ratio close to 80%. The proposed methodology could be applied at reception of fruit for input of the virgin olive oil production process.es_ES
dc.description.sponsorshipThis work was partially supported by the Government of Spain through the research Projects DPI2016-78290-R. Also, the authors want to thank Picualia oil mill for their cooperation in the project.es_ES
dc.identifier.citationBeyaz, A.; Martínez Gila, D.M.; Gómez Ortega, J.; Gámez García, J. Olive Fly Sting Detection Based on Computer Vision. Postharvest Biol. Technol. 2019, 150, 129–136, doi:10.1016/j.postharvbio.2019.01.003.es_ES
dc.identifier.issn0925-5214es_ES
dc.identifier.otherhttps://doi.org/10.1016/j.postharvbio.2019.01.003es_ES
dc.identifier.urihttps://hdl.handle.net/10953/4398
dc.language.isoenges_ES
dc.publisherELSEVIERes_ES
dc.relation.ispartofPostharvest Biology and Technologyes_ES
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subjectOlive fruites_ES
dc.subjectOlea europaeaes_ES
dc.subjectOlive flyes_ES
dc.subjectBactrocera oleaees_ES
dc.subjectOlive fly stinges_ES
dc.subjectImage processinges_ES
dc.subjectComputer visiones_ES
dc.titleOlive fly sting detection based on computer visiones_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.type.versioninfo:eu-repo/semantics/acceptedVersiones_ES

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