Combining global with local texture information for image retrieval applications

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dc.contributor.authorMontoya Zegarra, Javier
dc.contributor.authorBeeck, Jan
dc.contributor.authorJerônimo Leite, Neucimar
dc.contributor.authorda Silva Torres, Ricardo
dc.contributor.authorFalcao, Alexandre
dc.date.accessioned2019-01-29T22:19:56Z
dc.date.available2019-01-29T22:19:56Z
dc.date.issued2008
dc.description.abstractThis paper proposes a new texture descriptor to guide the search and retrieval in image databases. It extracts rich information from global and local primitives of textured images. At a higher level, the global macro-features in textured images are characterized by exploiting the multi-resolution properties of the Steerable Pyramid Decomposition. By doing this, the global texture configurations are highlighted. At afiner level, the local arrangements of texture micro-patterns are encoded by the Local Binary Pattern operator. Experiments were carried out on the standard Vistex dataset aiming to compare our desriptors against popular texture extraction methods with regard to their retrieval accuracies. The comparative evaluations allowed us to show the superior descriptive properties of our feature representation methods. © 2008 IEEE.es_PE
dc.description.uriTrabajo académicoes_PE
dc.identifier.doihttps://doi.org/10.1109/ISM.2008.113es_PE
dc.identifier.isbnurn:isbn:9780769534541es_PE
dc.identifier.urihttps://hdl.handle.net/20.500.12590/15907
dc.language.isoenges_PE
dc.publisherScopuses_PE
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-62949238164&doi=10.1109%2fISM.2008.113&partnerID=40&md5=efc691f0ccfff0707d0fca722755b81des_PE
dc.rightsinfo:eu-repo/semantics/restrictedAccesses_PE
dc.sourceRepositorio Institucional - UCSPes_PE
dc.sourceUniversidad Católica San Pabloes_PE
dc.sourceScopuses_PE
dc.subjectImage retrievales_PE
dc.subjectComparative evaluationses_PE
dc.subjectData setses_PE
dc.subjectDescriptores_PE
dc.subjectFeature representationses_PE
dc.subjectImage databasees_PE
dc.subjectLocal binary pattern operatorses_PE
dc.subjectLocal textureses_PE
dc.subjectMicro-patternses_PE
dc.subjectMulti-resolution propertieses_PE
dc.subjectRetrieval accuracieses_PE
dc.subjectRetrieval applicationses_PE
dc.subjectSearch and retrievalses_PE
dc.subjectSteerable pyramidses_PE
dc.subjectTexture extractionses_PE
dc.subjectTextured imageses_PE
dc.subjectTextureses_PE
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#1.02.00es_PE
dc.titleCombining global with local texture information for image retrieval applicationses_PE
dc.typeinfo:eu-repo/semantics/conferenceObject
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