Publication result detail

Thermal face recognition: A fusion approach

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

Original Title

Thermal face recognition: A fusion approach

English Title

Thermal face recognition: A fusion approach

Type

Paper in proceedings (conference paper)

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.

English 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

Key words in English

Thermal Face recognition, ICA, PCA, Fusion, Biometric

Authors

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

RIV year

2013

Released

28.08.2012

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: 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"
}