Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/46496
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Alemán-Flores, Miguel | en_US |
dc.contributor.author | Álvarez-Leon, Luis | en_US |
dc.contributor.other | Alvarez, Luis | - |
dc.contributor.other | Aleman-Flores, Miguel | - |
dc.date.accessioned | 2018-11-23T05:11:38Z | - |
dc.date.available | 2018-11-23T05:11:38Z | - |
dc.date.issued | 2003 | en_US |
dc.identifier.isbn | 978-3-540-40368-5 | en_US |
dc.identifier.issn | 0302-9743 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/46496 | - |
dc.description.abstract | This 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.language | eng | en_US |
dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
dc.source | Griffin L.D., Lillholm M. (eds) Scale Space Methods in Computer Vision. Scale-Space 2003. Lecture Notes in Computer Science, vol 2695. Springer, Berlin, Heidelberg | en_US |
dc.subject | 220990 Tratamiento digital. Imágenes | en_US |
dc.subject | 120601 Construcción de algoritmos | en_US |
dc.subject | 120602 Ecuaciones diferenciales | en_US |
dc.subject | 120326 Simulación | en_US |
dc.subject.other | Multi scale analysis | en_US |
dc.subject.other | New approaches | en_US |
dc.subject.other | Orientation histograms | en_US |
dc.subject.other | Reliable methods | en_US |
dc.subject.other | Scale Factor | en_US |
dc.subject.other | Texture classification | en_US |
dc.title | Texture classification through multiscale orientation histogram analysis | en_US |
dc.type | info:eu-repo/semantics/Article | es |
dc.type | Article | es |
dc.relation.conference | 4th International Conference on Scale Space Methods in Computer Vision | |
dc.identifier.doi | 10.1007/3-540-44935-3_33 | en_US |
dc.identifier.scopus | 35048826588 | - |
dc.identifier.isi | 000185043200033 | - |
dcterms.isPartOf | Scale Space Methods In Computer Vision, Proceedings | - |
dcterms.source | Scale Space Methods In Computer Vision, Proceedings [ISSN 0302-9743], v. 2695, p. 479-493 | - |
dc.contributor.authorscopusid | 55892084700 | - |
dc.contributor.authorscopusid | 56629407100 | - |
dc.description.lastpage | 493 | - |
dc.description.firstpage | 479 | - |
dc.relation.volume | 2695 | - |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Artículo | en_US |
dc.identifier.wos | WOS:000185043200033 | - |
dc.contributor.daisngid | 1833913 | - |
dc.contributor.daisngid | 4431744 | - |
dc.contributor.daisngid | 478566 | |
dc.identifier.investigatorRID | A-9190-2009 | - |
dc.identifier.investigatorRID | K-6659-2014 | - |
dc.identifier.external | WOS:000185043200033 | - |
dc.identifier.eisbn | 978-3-540-44935-5 | - |
dc.utils.revision | Sí | en_US |
dc.contributor.wosstandard | WOS:Aleman-Flores, M | |
dc.contributor.wosstandard | WOS:Alvarez-Leon, L | |
dc.date.coverdate | Diciembre 2003 | |
dc.identifier.conferenceid | events120366 | |
dc.identifier.ulpgc | Sí | es |
item.fulltext | Con texto completo | - |
item.grantfulltext | open | - |
crisitem.author.dept | GIR IUCES: Centro de Tecnologías de la Imagen | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.dept | GIR Modelos Matemáticos | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.orcid | 0000-0002-9258-0086 | - |
crisitem.author.orcid | 0000-0002-6953-9587 | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | Departamento de Informática y Sistemas | - |
crisitem.author.fullName | Alemán Flores, Miguel | - |
crisitem.author.fullName | Álvarez León, Luis Miguel | - |
crisitem.event.eventsstartdate | 10-06-2003 | - |
crisitem.event.eventsenddate | 12-06-2003 | - |
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