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Inverse biometrics: A case study in hand geometry authentication

dc.contributor.authorGómez-Barrero, Marta
dc.contributor.authorGalbally Herrero, Javier
dc.contributor.authorFiérrez Aguilar, Julián 
dc.contributor.authorOrtega García, Javier 
dc.contributor.otherUAM. Departamento de Tecnología Electrónica y de las Comunicacioneses_ES
dc.date.accessioned2015-03-18T17:39:07Z
dc.date.available2015-03-18T17:39:07Z
dc.date.issued2012
dc.identifier.citation2012 21st International Conference on Pattern Recognition, ICPR. IEEE, 2012. 1281 - 1284en_US
dc.identifier.isbn978-1-4673-2216-4
dc.identifier.issn1051-4651
dc.identifier.urihttp://hdl.handle.net/10486/664682
dc.descriptionPersonal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. M. Gómez-Barrero, J. Galbally, J. Fiérrez and J. Ortega-Garcia, "Inverse biometrics: A case study in hand geometry authentication" in 21st International Conference on Pattern Recognition (ICPR), Tsukuba (Japan), 2012, 1281 - 1284en_US
dc.description.abstractRecently, a considerable amount of research has been focused on inverse biometrics, that is, regenerating the original biometric sample from its template. In this work, the first reconstruction approach to recover hand geometry samples from their feature vectors is proposed. Experiments are carried out on the publicly available GPDS Hand DB, where the method has shown a remarkable performance, after reconstructing a very high percentage of the hands included in the dataset. Furthermore, the proposed technique is general, being able to successfully reproduce the original hand shape sample regardless of the information and format of the template used.en_US
dc.description.sponsorshipThis work has been partially supported by projects Contexts (S2009/TIC-1485) from CAM, TEC2009- 11186 and TEC2009-14123 from Spanish MINECO, TABULA RASA (FP7-ICT-257289) and BEAT (FP7-SEC-284989) from EU, and Cátedra UAM-Telefónica.en_US
dc.format.extent5 pág.es_ES
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.publisherIEEEen_US
dc.relation.ispartofInternational Conference on Pattern Recognitionen_US
dc.rights© 2012 IEEEen_US
dc.subject.otherFeature extractionen_US
dc.subject.otherGeometryen_US
dc.subject.otherImage reconstructionen_US
dc.subject.otherPalmprint recognitionen_US
dc.subject.otherShape recognitionen_US
dc.titleInverse biometrics: A case study in hand geometry authenticationen_US
dc.typeconferenceObjecten
dc.typebookParten
dc.subject.ecienciaTelecomunicacioneses_ES
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6460373en_US
dc.identifier.publicationfirstpage1281
dc.identifier.publicationlastpage1284
dc.relation.eventdateNovember 11-15, 2012en_US
dc.relation.eventnumber21
dc.relation.eventplaceTsukuba (Japan)en_US
dc.relation.eventtitle21st International Conference on Pattern Recognition, ICPR 2012en_US
dc.relation.projectIDComunidad de Madrid. S2009/TIC-1485/CONTEXTSes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/FP7/257289en
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/FP7/284989en
dc.type.versioninfo:eu-repo/semantics/acceptedVersionen
dc.contributor.groupAnálisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002)es_ES
dc.rights.accessRightsopenAccessen
dc.authorUAMFierrez Aguilar, Julián (261834)
dc.authorUAMGalbally Herrero, Javier (261846)
dc.facultadUAMEscuela Politécnica Superior


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