Analysis of periodic structures with Fourier description and neuronal network

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dc.citation.journalTitleREVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIAeng
dc.contributor.authorDIAZ, ADALBERTO GABRIEL
dc.contributor.departmentUniversidad EAFIT. Departamento de Ingeniería de Producciónspa
dc.contributor.researchgroupIngeniería, Energía, Exergía y Sostenibilidad (IEXS)spa
dc.creatorGabriel Diaz, Adalberto
dc.date.accessioned2021-04-12T21:17:35Z
dc.date.available2021-04-12T21:17:35Z
dc.date.issued2007-06-01
dc.description.abstractThis work is developed in a project of textile lattices inspection. The structure of a superficial texture is manifested with a behavior on the base of a model known as pattern which, is associated with a group of characteristics that define it as such. The identification process and classification of shortcomings in the texture consists on establishing a region of conformity in the coordinated space defined by the pattern's characteristics. The reduction process of this m-dimensional space, helps to its identification in an n-dimensional space, such that m > n, where the classification system actually depends on the characteristics of the new space, where the new characteristics truly contain the classification information. The space characteristics allow for the identification of the pattern as such in the place that is explored. The characteristic frequency corresponds to a reduction of the classification space, making it more generic in the area over the image. The classification system is modeled with neuronal networks algorithms and the complexity of the surfaces of decision is solved starting from the architecture and the algorithms of training of the neuronal net.eng
dc.identifierhttps://eafit.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=1468
dc.identifier.issn01206230
dc.identifier.issn24222844
dc.identifier.otherWOS;000255399800008
dc.identifier.urihttp://hdl.handle.net/10784/29042
dc.languagespa
dc.publisherIMPRENTA UNIV ANTIOQUIA
dc.relation.urihttp://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-62302007000200007
dc.rightshttps://v2.sherpa.ac.uk/id/publication/issn/0120-6230
dc.sourceREVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIA
dc.subject.keywordpattern recognitioneng
dc.subject.keywordimage processingeng
dc.subject.keywordFourier transformeng
dc.subject.keywordshortcomings inspectioneng
dc.titleAnalysis of periodic structures with Fourier description and neuronal networkeng
dc.typeinfo:eu-repo/semantics/articleeng
dc.typearticleeng
dc.typeinfo:eu-repo/semantics/publishedVersioneng
dc.typepublishedVersioneng
dc.type.localArtículospa

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