Detail publikace

Applying Fusion in Thermal Face Recognition

VÁŇA, J. MRÁČEK, Š. YANUSHKEVICH, S. DRAHANSKÝ, M.

Originální název

Applying Fusion in Thermal Face Recognition

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální 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

Autoři

VÁŇA, J.; MRÁČEK, Š.; YANUSHKEVICH, S.; DRAHANSKÝ, M.

Rok RIV

2012

Vydáno

31. 7. 2012

Nakladatel

Fraunhofer Institute - Graphic Data Processing Institute

Místo

Darmstadt

ISBN

978-3-88579-290-1

Kniha

BIOSIG 2012

Edice

Lecture Notes in Informatics (LNI) - Proceedings

ISSN

1617-5468

Periodikum

GI-Edition Lecture Notes in Informatics (LNI)

Ročník

11

Číslo

8

Stát

Spolková republika Německo

Strany od

233

Strany do

244

Strany počet

12

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"
}