Publication detail

Face Templates Creration for Surveillance Face Recognition System

MALACH, T. PŘINOSIL, J.

Original Title

Face Templates Creration for Surveillance Face Recognition System

English Title

Face Templates Creration for Surveillance Face Recognition System

Type

conference paper

Language

Czech

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

MALACH, T.; PŘINOSIL, J.

RIV year

2014

Released

6. 3. 2014

ISBN

978-989-758-018-5

Book

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

Pages from

724

Pages to

729

Pages count

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"
}