Faculty of Information Technology, BUT

Publication Details

Thermal face recognition: A fusion approach

MRÁČEK Štěpán, VÁŇA Jan, YANUSHKEVICH Svetlana, DRAHANSKÝ Martin and DVOŘÁK Radim. Thermal Face Recognition - Fusion of common used methods. In: Proceedings of the Emerging Security Technologies (EST 2012). Lisabon: IEEE Computer Society, 2012, pp. 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. (DITS FIT BUT)
Váňa Jan, Ing. (DITS FIT BUT)
Yanushkevich Svetlana, Dr. (UCalgary)
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D. (DITS FIT BUT)
Dvořák Radim, Ing. (DITS FIT BUT)
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)
Conference
The Emerging Security Technologies (EST) Conference, Lisabon, PT
ISBN
978-0-7695-4791-6
Publisher
IEEE Computer Society
Place
Lisabon, PT
DOI
BibTeX
@INPROCEEDINGS{FITPUB10025,
   author = "\v{S}t\v{e}p\'{a}n Mr\'{a}\v{c}ek and Jan V\'{a}\v{n}a and Svetlana Yanushkevich and Martin Drahansk\'{y} and Radim Dvo\v{r}\'{a}k",
   title = "Thermal face recognition: A fusion approach",
   pages = "1--4",
   booktitle = "Proceedings of the Emerging Security Technologies (EST 2012)",
   year = 2012,
   location = "Lisabon, PT",
   publisher = "IEEE Computer Society",
   ISBN = "978-0-7695-4791-6",
   doi = "10.1109/EST.2012.24",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10025"
}
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