Automation of Chestnuts Selection Process Using Computer Vision in Real Time

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dc.contributor.authorAlvarez-Valera, Hernan
dc.contributor.authorBolivar-Vilca, Edwin
dc.contributor.authorCervantes Jilaja, Claudia
dc.contributor.authorCuadros Zegarra, Emil
dc.contributor.authorBarrios Aranibar, Dennis
dc.contributor.authorPatiño Escarcina, Raquel Esperanza
dc.date.accessioned2019-01-29T22:19:53Z
dc.date.available2019-01-29T22:19:53Z
dc.date.issued2016
dc.description.abstractNowadays, chestnuts selection process in Peru is done by hand, therefore some important problems occur. People who work in this area could make a lot of mistakes because their personal situation or environment variables influence them. Fatigue, feelings, light conditions or working comfort are examples. For this reason the production may become slow and/or imprecise and think about increasing production needs to hire more employees and spend more money. In that sense, it is proposed the automation of the chestnuts selection process for industrial scale, where real time computer vision techniques are applied in order to detect products defects, that are analyzed by some external characteristics: Oval shape to detect the chestnut product and the same descriptor with color and size descriptors to detect the chestnut defects and their types. In this way, this approach allows to improve and increase the quality of the chestnuts selection for its exportation, reducing errors in the process operations. Experimental results show that the performance achieved in each chestnuts selection is 86.78 %. © 2014 IEEE.es_PE
dc.description.uriTrabajo de investigaciónes_PE
dc.identifier.doihttps://doi.org/10.1109/SCCC.2014.21es_PE
dc.identifier.isbnurn:isbn:9781509004218es_PE
dc.identifier.issn15224902es_PE
dc.identifier.urihttps://hdl.handle.net/20.500.12590/15829
dc.language.isoenges_PE
dc.publisherIEEE Computer Societyes_PE
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84989850720&doi=10.1109%2fSCCC.2014.21&partnerID=40&md5=1d90f0d52a760e35a098e5bedc359cbaes_PE
dc.rightsinfo:eu-repo/semantics/restrictedAccesses_PE
dc.sourceRepositorio Institucional - UCSPes_PE
dc.sourceUniversidad Católica San Pabloes_PE
dc.sourceScopuses_PE
dc.subjectAutomationes_PE
dc.subjectColores_PE
dc.subjectDefectses_PE
dc.subjectFruitses_PE
dc.subjectChestnuts selectiones_PE
dc.subjectColor spacees_PE
dc.subjectExternal characteristices_PE
dc.subjectIncreasing productiones_PE
dc.subjectIndustrial scalees_PE
dc.subjectLight conditionses_PE
dc.subjectProcess operationes_PE
dc.subjectReal-time computer visiones_PE
dc.subjectComputeres_PE
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#1.02.00es_PE
dc.titleAutomation of Chestnuts Selection Process Using Computer Vision in Real Timees_PE
dc.typeinfo:eu-repo/semantics/conferenceObject
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