Detail publikace

Face Templates Creration for Surveillance Face Recognition System

MALACH, T. PŘINOSIL, J.

Originální název

Face Templates Creration for Surveillance Face Recognition System

Anglický název

Face Templates Creration for Surveillance Face Recognition System

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

čeština

Originální abstrakt

This paper addresses the problem of face templates creation for facial recognition system. The application of a face recognition system in real-world conditions requires compact and representative face templates in order to maintain low error rate and low classification time. Contemporary face template creation methods are not suitable for face recognition systems with large number of users as they produce many templates per person. These templates are often redundant and their high number requires long classification time. The paper presents four approaches to face templates creation that produce one to three face templates per person. The influence of different face template creation approaches was assessed on PubFig and IFaViD database. The achieved results show that appropriate face template creation methods have a significant influence on face recognition system performance.

Anglický abstrakt

This paper addresses the problem of face templates creation for facial recognition system. The application of a face recognition system in real-world conditions requires compact and representative face templates in order to maintain low error rate and low classification time. Contemporary face template creation methods are not suitable for face recognition systems with large number of users as they produce many templates per person. These templates are often redundant and their high number requires long classification time. The paper presents four approaches to face templates creation that produce one to three face templates per person. The influence of different face template creation approaches was assessed on PubFig and IFaViD database. The achieved results show that appropriate face template creation methods have a significant influence on face recognition system performance.

Klíčová slova

Face templates, template database creation, face recognition system application, real-world conditons

Klíčová slova v angličtině

Face templates, template database creation, face recognition system application, real-world conditons

Autoři

MALACH, T.; PŘINOSIL, J.

Rok RIV

2014

Vydáno

6. 3. 2014

ISBN

978-989-758-018-5

Kniha

Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods

Strany od

724

Strany do

729

Strany počet

6

BibTex

@inproceedings{BUT107218,
  author="Tobiáš {Malach} and Jiří {Přinosil}",
  title="Face Templates Creration for Surveillance Face Recognition System",
  booktitle="Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods",
  year="2014",
  pages="724--729",
  isbn="978-989-758-018-5"
}