Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/46496
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dc.contributor.authorAlemán-Flores, Miguelen_US
dc.contributor.authorÁlvarez-Leon, Luisen_US
dc.contributor.otherAlvarez, Luis-
dc.contributor.otherAleman-Flores, Miguel-
dc.date.accessioned2018-11-23T05:11:38Z-
dc.date.available2018-11-23T05:11:38Z-
dc.date.issued2003en_US
dc.identifier.isbn978-3-540-40368-5en_US
dc.identifier.issn0302-9743en_US
dc.identifier.urihttp://hdl.handle.net/10553/46496-
dc.description.abstractThis work presents a new approach to texture classification, in which orientation histograms and multiscale analysis have been combined to achieve a reliable method. From the outputs of a set of filters, the orientation and magnitude of the gradient in every point of a texture are estimated. By combining the orientations and relative magnitudes of the gradient, we build an orientation histogram for each texture. We have used Fourier analysis to measure the similarity between the histograms of different textures, considering the effects of a change in the size or orientation of the image to make our method invariant under these phenomena. Since different textures may generate very similar histograms, we have analyzed the evolution of these histograms at different scales, extracting a scale factor for each couple of compared textures to adjust the filters which are applied to them when the multiscale analysis is carried out.en_US
dc.languageengen_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceGriffin L.D., Lillholm M. (eds) Scale Space Methods in Computer Vision. Scale-Space 2003. Lecture Notes in Computer Science, vol 2695. Springer, Berlin, Heidelbergen_US
dc.subject220990 Tratamiento digital. Imágenesen_US
dc.subject120601 Construcción de algoritmosen_US
dc.subject120602 Ecuaciones diferencialesen_US
dc.subject120326 Simulaciónen_US
dc.subject.otherMulti scale analysisen_US
dc.subject.otherNew approachesen_US
dc.subject.otherOrientation histogramsen_US
dc.subject.otherReliable methodsen_US
dc.subject.otherScale Factoren_US
dc.subject.otherTexture classificationen_US
dc.titleTexture classification through multiscale orientation histogram analysisen_US
dc.typeinfo:eu-repo/semantics/Articlees
dc.typeArticlees
dc.relation.conference4th International Conference on Scale Space Methods in Computer Vision
dc.identifier.doi10.1007/3-540-44935-3_33en_US
dc.identifier.scopus35048826588-
dc.identifier.isi000185043200033-
dcterms.isPartOfScale Space Methods In Computer Vision, Proceedings-
dcterms.sourceScale Space Methods In Computer Vision, Proceedings [ISSN 0302-9743], v. 2695, p. 479-493-
dc.contributor.authorscopusid55892084700-
dc.contributor.authorscopusid56629407100-
dc.description.lastpage493-
dc.description.firstpage479-
dc.relation.volume2695-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.identifier.wosWOS:000185043200033-
dc.contributor.daisngid1833913-
dc.contributor.daisngid4431744-
dc.contributor.daisngid478566
dc.identifier.investigatorRIDA-9190-2009-
dc.identifier.investigatorRIDK-6659-2014-
dc.identifier.externalWOS:000185043200033-
dc.identifier.eisbn978-3-540-44935-5-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Aleman-Flores, M
dc.contributor.wosstandardWOS:Alvarez-Leon, L
dc.date.coverdateDiciembre 2003
dc.identifier.conferenceidevents120366
dc.identifier.ulpgces
item.fulltextCon texto completo-
item.grantfulltextopen-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR Modelos Matemáticos-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0002-9258-0086-
crisitem.author.orcid0000-0002-6953-9587-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgDepartamento de Informática y Sistemas-
crisitem.author.fullNameAlemán Flores, Miguel-
crisitem.author.fullNameÁlvarez León, Luis Miguel-
crisitem.event.eventsstartdate10-06-2003-
crisitem.event.eventsenddate12-06-2003-
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