Detail výsledku

Applying Fusion in Thermal Face Recognition

VÁŇA, J.; MRÁČEK, Š.; YANUSHKEVICH, S.; DRAHANSKÝ, M. Applying Fusion in Thermal Face Recognition. In BIOSIG 2012. GI-Edition Lecture Notes in Informatics (LNI). Lecture Notes in Informatics (LNI) - Proceedings. Darmstadt: Fraunhofer Institute - Graphic Data Processing Institute, 2012. no. 8, p. 233-244. ISBN: 978-3-88579-290-1. ISSN: 1617-5468.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Váňa Jan, Ing., UIFS (FIT), UITS (FIT)
Mráček Štěpán, Ing., Ph.D.
Yanushkevich Svetlana
Drahanský Martin, prof. Ing., Ph.D., UITS (FIT)
a další
Abstrakt


Face recognition based on thermal images has minor importance in comparison to visible light spectrum recognition. Nevertheless, in the applications such as liveness detection or fever scan, the thermal face recognition is used as a standalone module, or as a part of a multi-modal biometric system. This paper investigates the combinations of many methods, used for thermal face recognition, and introduces some new and modified algorithms, which have not been used in this area yet. Moreover, we show that the choice of the best method is always limited to a certain database (input data). In order to address this problem, the multi-algorithmic biometric fusion based on the logistic regression is deployed.

Klíčová slova

Thermal Face recognition, ICA, PCA, Fusion, Biometric

Rok
2012
Strany
233–244
Časopis
GI-Edition Lecture Notes in Informatics (LNI), roč. 11, č. 8, ISSN 1617-5468
Sborník
BIOSIG 2012
Řada
Lecture Notes in Informatics (LNI) - Proceedings
Konference
24th International Conference of the Biometrics Special Interest Group
ISBN
978-3-88579-290-1
Vydavatel
Fraunhofer Institute - Graphic Data Processing Institute
Místo
Darmstadt
EID Scopus
2-s2.0-84869464313
BibTeX 
@inproceedings{BUT97016,
  author="Jan {Váňa} and Štěpán {Mráček} and Svetlana {Yanushkevich} and Martin {Drahanský}",
  title="Applying Fusion in Thermal Face Recognition",
  booktitle="BIOSIG 2012",
  year="2012",
  series="Lecture Notes in Informatics (LNI) - Proceedings",
  journal="GI-Edition Lecture Notes in Informatics (LNI)",
  volume="11",
  number="8",
  pages="233--244",
  publisher="Fraunhofer Institute - Graphic Data Processing Institute",
  address="Darmstadt",
  isbn="978-3-88579-290-1",
  issn="1617-5468"
}
Projekty
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, zahájení: 2011-01-01, ukončení: 2015-12-31, ukončen
Inteligentní asistenční systémy: multisenzorové zpracování a analýza spolehlivosti, NATO, CBP.EAP.CLG 984, zahájení: 2012-01-01, ukončení: 2012-12-31, ukončen
Pokročilé bezpečné, spolehlivé a adaptivní IT, VUT, Vnitřní projekty VUT, FIT-S-11-1, zahájení: 2011-01-01, ukončení: 2013-12-31, ukončen
Výzkumné skupiny
Security Technology Research and Development (VZ STRaDe)
Pracoviště
Ústav inteligentních systémů (UITS)
Nahoru