About: 3D face recognition based on the hierarchical score-level fusion classifiers

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://spie.org/Publications/Proceedings/Paper/10.1117/12.2050547
Description	This paper describes the 3D face recognition algorithm that is based on the hierarchical score-level fusion classifiers. In a simple (unimodal) biometric pipeline, the feature vector is extracted from the input data and subsequently compared with the template stored in the database. In our approach, we utilize several feature extraction algorithms. We use 6 different image representations of the input 3D face data. Moreover, we are using Gabor and Gauss-Laguerre filter banks applied on the input image data that yield to 12 resulting feature vectors. Each representation is compared with corresponding counterpart from the biometric database. We also add the recognition based on the iso-geodesic curves. The final score-level fusion is performed on 13 comparison scores using the Support Vector Machine (SVM) classifier. This paper describes the 3D face recognition algorithm that is based on the hierarchical score-level fusion classifiers. In a simple (unimodal) biometric pipeline, the feature vector is extracted from the input data and subsequently compared with the template stored in the database. In our approach, we utilize several feature extraction algorithms. We use 6 different image representations of the input 3D face data. Moreover, we are using Gabor and Gauss-Laguerre filter banks applied on the input image data that yield to 12 resulting feature vectors. Each representation is compared with corresponding counterpart from the biometric database. We also add the recognition based on the iso-geodesic curves. The final score-level fusion is performed on 13 comparison scores using the Support Vector Machine (SVM) classifier. (en)
Title	3D face recognition based on the hierarchical score-level fusion classifiers 3D face recognition based on the hierarchical score-level fusion classifiers (en)
skos:prefLabel	3D face recognition based on the hierarchical score-level fusion classifiers 3D face recognition based on the hierarchical score-level fusion classifiers (en)
skos:notation	RIV/00216305:26230/14:PU111938!RIV15-MV0-26230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(VG20102015006)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Lankašová, Karolína Váňa, Jan Doležel, Michal Mráček, Štěpán Drahanský, Martin
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	58212
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/14:PU111938
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	3D face, score-level fusion, classifier, biometrics, recognition (en)
http://linked.open.../riv/klicoveSlovo	3D face classifier recognition score-level fusion biometrics
http://linked.open...ontrolniKodProRIV	[4274871279B2]
http://linked.open...v/mistoKonaniAkce	Baltimore
http://linked.open...i/riv/mistoVydani	Baltimore
http://linked.open...i/riv/nazevZdroje	Proceedings of Biometric and Surveillance Technology for Human and Activity Identification XI, Vol. 9075
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence Tools and methods for video and image processing for the fight against terrorism
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Doležel, Michal Drahanský, Martin Mráček, Štěpán Váňa, Jan Lankašová, Karolína
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-05-05 (xsd:date)
number of pages	12 (xsd:int)
http://bibframe.org/vocab/doi	10.1117/12.2050547
http://purl.org/ne...btex#hasPublisher	SPIE - the international society for optics and photonics
https://schema.org/isbn	978-1-62841-012-9
http://localhost/t...ganizacniJednotka	26230

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