Ridge-based fingerprint matching using hough transform

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dc.contributor.authorMarana, Aparecido Nilceu [UNESP]
dc.contributor.authorJain, Anil K.
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionCollege of Engineering
dc.date.accessioned2014-05-27T11:21:42Z
dc.date.available2014-05-27T11:21:42Z
dc.date.issued2005-12-01
dc.description.abstractDespite the efficacy of minutia-based fingerprint matching techniques for good-quality images captured by optical sensors, minutia-based techniques do not often perform so well on poor-quality images or fingerprint images captured by small solid-state sensors. Solid-state fingerprint sensors are being increasingly deployed in a wide range of applications for user authentication purposes. Therefore, it is necessary to develop new fingerprint-matching techniques that utilize other features to deal with fingerprint images captured by solid-state sensors. This paper presents a new fingerprint matching technique based on fingerprint ridge features. This technique was assessed on the MSU-VERIDICOM database, which consists of fingerprint impressions obtained from 160 users (4 impressions per finger) using a solid-state sensor. The combination of ridge-based matching scores computed by the proposed ridge-based technique with minutia-based matching scores leads to a reduction of the false non-match rate by approximately 1.7% at a false match rate of 0.1%. © 2005 IEEE.en
dc.description.affiliationUNESP Faculdade de Cîncias Departamento de Computação, Bauru -SP
dc.description.affiliationMichigan State University College of Engineering, East Lansing, MI
dc.description.affiliationUnespUNESP Faculdade de Cîncias Departamento de Computação, Bauru -SP
dc.format.extent112-119
dc.identifierhttp://dx.doi.org/10.1109/SIBGRAPI.2005.45
dc.identifier.citationBrazilian Symposium of Computer Graphic and Image Processing, v. 2005, p. 112-119.
dc.identifier.doi10.1109/SIBGRAPI.2005.45
dc.identifier.issn1530-1834
dc.identifier.lattes6027713750942689
dc.identifier.scopus2-s2.0-33847317931
dc.identifier.urihttp://hdl.handle.net/11449/130683
dc.identifier.wosWOS:000234326800014
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE), Computer Soc
dc.relation.ispartofBrazilian Symposium of Computer Graphic and Image Processing
dc.relation.ispartofsjr0,213
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectComputational methods
dc.subjectDatabase systems
dc.subjectHough transforms
dc.subjectImage processing
dc.subjectImage quality
dc.subjectOptical sensors
dc.subjectFingerprint images
dc.subjectFingerprint matching
dc.subjectSolid-state sensors
dc.subjectUser authentication
dc.subjectPattern matching
dc.titleRidge-based fingerprint matching using hough transformen
dc.typeTrabalho apresentado em evento
dcterms.licensehttp://www.ieee.org/publications_standards/publications/rights/rights_policies.html
dcterms.rightsHolderIEEE Computer Soc
unesp.author.lattes6027713750942689[1]
unesp.author.orcid0000-0003-4861-7061[1]
unesp.campusUniversidade Estadual Paulista (Unesp), Faculdade de Ciências, Baurupt
unesp.departmentComputação - FCpt

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