Novel approaches for exclusive and continuous fingerprint classification

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dc.contributor.authorMontoya Zegarra, Javier
dc.contributor.authorPaulo Papa, Joao
dc.contributor.authorLeite, 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.issued2009
dc.description.abstractThis paper proposes novel exclusive and continuous approaches to guide the search and the retrieval in fingerprint image databases. Both approaches are useful to perform a coarse level classification of fingerprint images before fingerprint authentication tasks. Our approaches are characterized by: (1) texture image descriptors based on pairs of multi-resolution decomposition methods that encode effectively global and local fingerprint information, with similarity measures used for fingerprint matching purposes, and (2) a novel multi-class object recognition method based on the Optimum Path Forest classifier. Experiments were carried out on the standard NIST-4 dataset aiming to study the discriminative and scalability capabilities of our approaches. The high classification rates allow us demonstrate the feasibility and validity of our approaches for characterizing fingerprint images accurately. © 2009 Springer Berlin Heidelberg.es_PE
dc.description.uriTrabajo académicoes_PE
dc.identifier.doihttps://doi.org/10.1007/978-3-540-92957-4_34es_PE
dc.identifier.issn3029743es_PE
dc.identifier.urihttps://hdl.handle.net/20.500.12590/15903
dc.language.isoenges_PE
dc.publisherScopuses_PE
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-60149091375&doi=10.1007%2f978-3-540-92957-4_34&partnerID=40&md5=0a16a4ca731f1a9b2d6e4768f46c057ees_PE
dc.rightsinfo:eu-repo/semantics/restrictedAccesses_PE
dc.sourceRepositorio Institucional - UCSPes_PE
dc.sourceUniversidad Católica San Pabloes_PE
dc.sourceScopuses_PE
dc.subjectClassification rateses_PE
dc.subjectContinuous approacheses_PE
dc.subjectData setses_PE
dc.subjectFingerprint authenticationses_PE
dc.subjectFingerprint classificationses_PE
dc.subjectFingerprint imageses_PE
dc.subjectFingerprint matchinges_PE
dc.subjectForest classifierses_PE
dc.subjectMulti classes_PE
dc.subjectMulti-resolution decompositionses_PE
dc.subjectRecognition methodses_PE
dc.subjectSimilarity measureses_PE
dc.subjectTexture imageses_PE
dc.subjectObject recognitiones_PE
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#1.02.00es_PE
dc.titleNovel approaches for exclusive and continuous fingerprint classificationes_PE
dc.typeinfo:eu-repo/semantics/article
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