Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/43986
DC FieldValueLanguage
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorDel Pozo-Banos, Marcosen_US
dc.contributor.authorAlonso, Jesus B.en_US
dc.contributor.otherAlonso-Hernandez, Jesus B.-
dc.contributor.otherTravieso-Gonzalez, Carlos M.-
dc.contributor.otherdel Pozo Banos, Marcos-
dc.date.accessioned2018-11-21T19:22:20Z-
dc.date.available2018-11-21T19:22:20Z-
dc.date.issued2014en_US
dc.identifier.issn0167-8655en_US
dc.identifier.urihttp://hdl.handle.net/10553/43986-
dc.description.abstractThis work studies the intra-bimodal face-based biometric fusion approach composed of the thermal and spatial domains. The distinctive feature of this work is the use of a single camera with two sensors which returns a unique image with thermal and visual images at a time, as opposed to the-state-of-the-art, for example the multibiometric modalities and hyperspectral images. The proposed system represents a practical bimodal approach for real applications. It is composed by a verification architecture based on the Scale-Invariant Feature Transform algorithm (SIFT) with a vocabulary tree, providing a scheme that scales efficiently to a large number of features. The image database consists of front-view thermal and visual image as a single image, which contain facial temperature distributions of 41 different individuals in 2-dimensional format and 18 images per subject, acquired on three different-day sessions. Results showed that visible images gives better accuracy than thermal information, and with independency of range, head images give the most discriminative information. Besides, fusion approaches reached better accuracy, up to 99.45% for score fusion and 100% for decision fusion. This shows the independency of information between visual and thermal images and the robustness of bimodal interaction.en_US
dc.languagespaen_US
dc.publisher0167-8655-
dc.relation.ispartofPattern Recognition Lettersen_US
dc.sourcePattern Recognition Letters[ISSN 0167-8655],v. 36, p. 254-260en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherBimodal interaction, Information fusion, Visible and thermal face verification, Face detection, SIFT parameters, Vocabulary treeen_US
dc.titleFused intra-bimodal face verification approach based on Scale-Invariant Feature Transform and a vocabulary treeen_US
dc.typeinfo:eu-repo/semantics/Articlees
dc.typeArticlees
dc.identifier.doi10.1016/j.patrec.2013.08.016
dc.identifier.scopus84893667848-
dc.identifier.isi000329145400032-
dcterms.isPartOfPattern Recognition Letters-
dcterms.sourcePattern Recognition Letters[ISSN 0167-8655],v. 36, p. 254-260-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid35241841700-
dc.contributor.authorscopusid24774957200-
dc.description.lastpage260-
dc.description.firstpage254-
dc.relation.volume36-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.identifier.wosWOS:000329145400032-
dc.contributor.daisngid265761-
dc.contributor.daisngid2996557-
dc.contributor.daisngid418703-
dc.identifier.investigatorRIDN-5977-2014-
dc.identifier.investigatorRIDN-5967-2014-
dc.identifier.investigatorRIDR-8617-2016-
dc.contributor.wosstandardWOS:Travieso, CM
dc.contributor.wosstandardWOS:del Pozo-Banos, M
dc.contributor.wosstandardWOS:Alonso, JB
dc.date.coverdateEnero 2014
dc.identifier.ulpgces
dc.description.sjr0,797
dc.description.jcr1,551
dc.description.sjrqQ1
dc.description.jcrqQ2
dc.description.scieSCIE
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.author.deptGIR IDeTIC: 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.deptGIR IDeTIC: 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.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-
Appears in Collections:Artículos
Show simple item record

Google ScholarTM

Check

Altmetric


Share



Export metadata



Items in accedaCRIS are protected by copyright, with all rights reserved, unless otherwise indicated.