HMM-based on-line signature verification: Feature extraction and signature modeling

This is the author’s version of a work that was accepted for publication in Pattern Recognition Letters. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Change...

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Detalles Bibliográficos
Autores: Fiérrez Aguilar, Julián, Ortega García, Javier, Ramos Castro, Daniel, González Rodríguez, Joaquín
Tipo de recurso: artículo
Fecha de publicación:2007
País:España
Institución:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/664187
Acceso en línea:http://hdl.handle.net/10486/664187
https://dx.doi.org/10.1016/j.patrec.2007.07.012
Access Level:acceso abierto
Palabra clave:Biometrics
Feature extraction
Hidden Markov Model
On-line signature
Recognition
Verification
Telecomunicaciones
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spelling HMM-based on-line signature verification: Feature extraction and signature modelingFiérrez Aguilar, JuliánOrtega García, JavierRamos Castro, DanielGonzález Rodríguez, JoaquínBiometricsFeature extractionHidden Markov ModelOn-line signatureRecognitionVerificationTelecomunicacionesThis is the author’s version of a work that was accepted for publication in Pattern Recognition Letters. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Pattern Recognition Letters 28.16 (2007): 2325 – 2334, DOI: 10.1016/j.patrec.2007.07.012A function-based approach to on-line signature verification is presented. The system uses a set of time sequences and Hidden Markov Models (HMMs). Development and evaluation experiments are reported on a subcorpus of the MCYT bimodal biometric database comprising more than 7,000 signatures from 145 subjects. The system is compared to other state-of-the-art systems based on the results of the First International Signature Verification Competition (SVC 2004). A number of practical findings related to feature extraction and modeling are obtained.This work has been supported by the Spanish projects TIC2003-08382-C05- 01 and TEC2006-13141-C03-03, and by the European NoE Biosecure.Elsevier BVDepartamento de Ingeniería InformáticaEscuela Politécnica SuperiorAnálisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002)20072007-12-01research articlehttp://purl.org/coar/resource_type/c_2df8fbb1AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/664187https://dx.doi.org/10.1016/j.patrec.2007.07.012reponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6641872026-06-23T12:46:27Z
dc.title.none.fl_str_mv HMM-based on-line signature verification: Feature extraction and signature modeling
title HMM-based on-line signature verification: Feature extraction and signature modeling
spellingShingle HMM-based on-line signature verification: Feature extraction and signature modeling
Fiérrez Aguilar, Julián
Biometrics
Feature extraction
Hidden Markov Model
On-line signature
Recognition
Verification
Telecomunicaciones
title_short HMM-based on-line signature verification: Feature extraction and signature modeling
title_full HMM-based on-line signature verification: Feature extraction and signature modeling
title_fullStr HMM-based on-line signature verification: Feature extraction and signature modeling
title_full_unstemmed HMM-based on-line signature verification: Feature extraction and signature modeling
title_sort HMM-based on-line signature verification: Feature extraction and signature modeling
dc.creator.none.fl_str_mv Fiérrez Aguilar, Julián
Ortega García, Javier
Ramos Castro, Daniel
González Rodríguez, Joaquín
author Fiérrez Aguilar, Julián
author_facet Fiérrez Aguilar, Julián
Ortega García, Javier
Ramos Castro, Daniel
González Rodríguez, Joaquín
author_role author
author2 Ortega García, Javier
Ramos Castro, Daniel
González Rodríguez, Joaquín
author2_role author
author
author
dc.contributor.none.fl_str_mv Departamento de Ingeniería Informática
Escuela Politécnica Superior
Análisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002)
dc.subject.none.fl_str_mv Biometrics
Feature extraction
Hidden Markov Model
On-line signature
Recognition
Verification
Telecomunicaciones
topic Biometrics
Feature extraction
Hidden Markov Model
On-line signature
Recognition
Verification
Telecomunicaciones
description This is the author’s version of a work that was accepted for publication in Pattern Recognition Letters. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Pattern Recognition Letters 28.16 (2007): 2325 – 2334, DOI: 10.1016/j.patrec.2007.07.012
publishDate 2007
dc.date.none.fl_str_mv 2007
2007-12-01
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/664187
https://dx.doi.org/10.1016/j.patrec.2007.07.012
url http://hdl.handle.net/10486/664187
https://dx.doi.org/10.1016/j.patrec.2007.07.012
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier BV
publisher.none.fl_str_mv Elsevier BV
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301629

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