Result Details

Thermal face recognition: A fusion approach

MRÁČEK, Š.; VÁŇA, J.; YANUSHKEVICH, S.; DRAHANSKÝ, M.; DVOŘÁK, R. Thermal face recognition: A fusion approach. In Proceedings of the Emerging Security Technologies (EST 2012). Lisabon: IEEE Computer Society, 2012. p. 1-4. ISBN: 978-0-7695-4791-6.
Type
conference paper
Language
English
Authors
Mráček Štěpán, Ing., Ph.D., FIT (FIT)
Váňa Jan, Ing., FIT (FIT), DIFS (FIT), DITS (FIT)
Yanushkevich Svetlana
Drahanský Martin, prof. Ing., Ph.D., DITS (FIT)
Dvořák Radim, Ing., Ph.D., FIT (FIT), DIFS (FIT), DITS (FIT)
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.

Keywords

Thermal Face recognition, ICA, PCA, Fusion, Biometric

Published
2012
Pages
1–4
Proceedings
Proceedings of the Emerging Security Technologies (EST 2012)
Conference
The Emerging Security Technologies (EST) Conference
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: A fusion approach",
  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"
}
Projects
Advanced secured, reliable and adaptive IT, BUT, Vnitřní projekty VUT, FIT-S-11-1, start: 2011-01-01, end: 2013-12-31, completed
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed
Intelligent assistance systems: multisensor processing and reliability analysis, NATO, CBP.EAP.CLG 984, start: 2012-01-01, end: 2012-12-31, completed
Departments
Department of Intelligent Systems (DITS)
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