Publication detail

Thermal Face Recognition - Fusion of common used methods

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

Original Title

Thermal Face Recognition - Fusion of common used methods

Type

conference paper

Language

English

Original 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

Authors

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

RIV year

2012

Released

28. 8. 2012

Publisher

IEEE Computer Society

Location

Lisabon

ISBN

978-0-7695-4791-6

Book

Proceedings of the Emerging Security Technologies (EST 2012)

Pages from

1

Pages to

4

Pages count

4

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"
}