Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/44071
Campo DC | Valor | idioma |
---|---|---|
dc.contributor.author | Travieso, Carlos M. | en_US |
dc.contributor.author | Botella, Patricia | en_US |
dc.contributor.author | Alonso, Jesús B. | en_US |
dc.contributor.author | Ferrer, Miguel A. | en_US |
dc.date.accessioned | 2018-11-21T20:00:38Z | - |
dc.date.available | 2018-11-21T20:00:38Z | - |
dc.date.issued | 2009 | en_US |
dc.identifier.isbn | 9781424441709 | en_US |
dc.identifier.issn | 1071-6572 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/44071 | - |
dc.description.abstract | In this paper, it is proposed a facial biometric identification system, using discriminative common vector. This method reduces the number of characteristics of the different images from the database and selects the most discriminative of them. In this work, transformed domains, such as discrete cosine transformed (DCT), discrete wavelets transformed (DWT), principal component analysis (PCA), linear discriminative analysis (LDA) and independent component analysis (ICA) are also used. As classifier systems a support vector machines (SVM) and a neuronal network (NN) have been utilized. With the above system, a simple and robust system with good results has been obtained. Using DCV, our experiments have reached a success rate of 99.13%plusmn0.23 for ORL and 99.4%plusmn0.35 for Yale. | en_US |
dc.language | spa | en_US |
dc.publisher | 1071-6572 | en_US |
dc.relation.ispartof | Proceedings - International Carnahan Conference on Security Technology | en_US |
dc.source | Proceedings - International Carnahan Conference on Security Technology[ISSN 1071-6572] (5335551), p. 134-138 | en_US |
dc.subject | 3307 Tecnología electrónica | en_US |
dc.subject.other | Biometric identification , facial recognition , classification system , Discriminative Common Vector (DVC) and Support Vector Machines (SVM). | en_US |
dc.title | Discriminative common vector for face identification | en_US |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dc.type | ConferenceObject | es |
dc.relation.conference | 43rd Annual 2009 International Carnahan Conference on Security Technology, ICCST 2009 | |
dc.identifier.doi | 10.1109/CCST.2009.5335551 | |
dc.identifier.scopus | 72849119795 | - |
dc.contributor.authorscopusid | 6602376272 | - |
dc.contributor.authorscopusid | 35298776100 | - |
dc.contributor.authorscopusid | 24774957200 | - |
dc.contributor.authorscopusid | 55636321172 | - |
dc.description.lastpage | 138 | - |
dc.identifier.issue | 5335551 | - |
dc.description.firstpage | 134 | - |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Actas de congresos | en_US |
dc.date.coverdate | Diciembre 2009 | |
dc.identifier.conferenceid | events121371 | |
dc.identifier.ulpgc | Sí | es |
item.fulltext | Sin texto completo | - |
item.grantfulltext | none | - |
crisitem.event.eventsstartdate | 05-10-2009 | - |
crisitem.event.eventsenddate | 08-10-2009 | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.orcid | 0000-0002-4621-2768 | - |
crisitem.author.orcid | 0000-0002-7866-585X | - |
crisitem.author.orcid | 0000-0002-2924-1225 | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.fullName | Travieso González, Carlos Manuel | - |
crisitem.author.fullName | Alonso Hernández, Jesús Bernardino | - |
crisitem.author.fullName | Ferrer Ballester, Miguel Ángel | - |
Colección: | Actas de congresos |
Citas SCOPUSTM
4
actualizado el 25-ago-2024
Visitas
85
actualizado el 27-jul-2024
Google ScholarTM
Verifica
Altmetric
Comparte
Exporta metadatos
Los elementos en ULPGC accedaCRIS están protegidos por derechos de autor con todos los derechos reservados, a menos que se indique lo contrario.