Publication Details

Thermal Face Recognition - Fusion of common used methods

MRÁČEK, Š.; VÁŇA, J.; YANUSHKEVICH, S.; DRAHANSKÝ, M.; DVOŘÁK, R. Thermal Face Recognition - Fusion of common used methods. In Proceedings of the Emerging Security Technologies (EST 2012). Lisabon: IEEE Computer Society, 2012. p. 1-4. ISBN: 978-0-7695-4791-6.
Czech title
Rozpoznání termosnímků obličeje - biometrická fúze známých metod
Type
conference paper
Language
English
Authors
Mráček Štěpán, Ing., Ph.D.
Váňa Jan, Ing.
Yanushkevich Svetlana
Drahanský Martin, prof. Ing., Ph.D.
Dvořák Radim, Ing., Ph.D.
Keywords

Thermal Face recognition, ICA, PCA, Fusion, Biometric

Abstract

One of underused biometric methods is the face recognition based on thermal images. 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 multimodal biometric system. This article presents an overview and comparison of various statistical methods for thermal facial image analysis and recognition. It also proposes an approach to fusion of some methods to improve the overall performance.

Published
2012
Pages
1–4
Proceedings
Proceedings of the Emerging Security Technologies (EST 2012)
ISBN
978-0-7695-4791-6
Publisher
IEEE Computer Society
Place
Lisabon
DOI
10.1109/EST.2012.24
UT WoS
000311858000007
EID Scopus
2-s2.0-84869478210
BibTeX 
@inproceedings{BUT96968,
  author="Štěpán {Mráček} and Jan {Váňa} and Svetlana {Yanushkevich} and Martin {Drahanský} and Radim {Dvořák}",
  title="Thermal Face Recognition - Fusion of common used methods",
  booktitle="Proceedings of the Emerging Security Technologies (EST 2012)",
  year="2012",
  pages="1--4",
  publisher="IEEE Computer Society",
  address="Lisabon",
  doi="10.1109/EST.2012.24",
  isbn="978-0-7695-4791-6"
}
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