Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44059
DC FieldValueLanguage
dc.contributor.authorRomero, Carlos F.en_US
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorAlonso, Jesús B.en_US
dc.contributor.authorFerrer, Miguel A.en_US
dc.date.accessioned2018-11-21T19:55:14Z-
dc.date.available2018-11-21T19:55:14Z-
dc.date.issued2010en_US
dc.identifier.isbn9789896740184en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/44059-
dc.description.abstractThe paper presents a novel set of features based on surroundedness property of a signature (image in binary form) for off-line signature verification. The proposed feature set describes the shape of a signature in terms of spatial distribution of black pixels around a candidate pixel (on the signature). It also provides a measure of texture through the correlation among signature pixels in the neighborhood of that candidate pixel. So the proposed feature set is unique in the sense that it contains both shape and texture property unlike most of the earlier proposed features for off-line signature verification. Since the features are proposed based on intuitive idea of the problem, evaluation of features by various feature selection techniques has also been sought to get a compact set of features. To examine the efficacy of the proposed features, two popular classifiers namely, multilayer perceptron and support vector machine are implemented and tested on two publicly available database namely, GPDS300 corpus and CEDAR signature database.en_US
dc.languagespaen_US
dc.relation.ispartofBIOSIGNALS 2010 - Proceedings of the 3rd International Conference on Bio-inpsired Systems and Signal Processing, Proceedingsen_US
dc.sourceBIOSIGNALS 2010 - Proceedings of the 3rd International Conference on Bio-inpsired Systems and Signal Processing, Proceedings, p. 353-358en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherSignature verificationen_US
dc.subject.otherSurroundednessen_US
dc.subject.otherShapeTextureen_US
dc.subject.otherFeature selectionen_US
dc.titleWriter verification based on graphometric features using feed-forward Neural Networken_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.typeConferenceObjecten_US
dc.relation.conference3rd International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2010en_US
dc.identifier.scopus77956442138-
dc.identifier.isi000392907300055-
dc.contributor.authorscopusid36188690700-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid55636321172-
dc.description.lastpage358en_US
dc.description.firstpage353en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid7550731-
dc.contributor.daisngid265761-
dc.contributor.daisngid29084685-
dc.contributor.daisngid233119-
dc.description.numberofpages6en_US
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Romero, CF-
dc.contributor.wosstandardWOS:Travieso, CM-
dc.contributor.wosstandardWOS:Alonso, JB-
dc.contributor.wosstandardWOS:Ferrer, MA-
dc.date.coverdateSeptiembre 2010en_US
dc.identifier.conferenceidevents121025-
dc.identifier.ulpgces
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.orcid0000-0002-4621-2768-
crisitem.author.orcid0000-0002-7866-585X-
crisitem.author.orcid0000-0002-2924-1225-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.fullNameTravieso González, Carlos Manuel-
crisitem.author.fullNameAlonso Hernández, Jesús Bernardino-
crisitem.author.fullNameFerrer Ballester, Miguel Ángel-
crisitem.event.eventsstartdate20-01-2010-
crisitem.event.eventsenddate23-01-2010-
Appears in Collections:Actas de congresos
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