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Authors: Tobias Malach 1 and Jiri Prinosil 2

Affiliations: 1 Brno University of Technology and EBIS, Czech Republic ; 2 Brno University of Technology, Czech Republic

Keyword(s): Face Templates, Template Database Creation, Face Recognition System Application, Real-world Conditons.

Related Ontology Subjects/Areas/Topics: Applications ; Classification ; Clustering ; Object Recognition ; Pattern Recognition ; Software Engineering ; Theory and Methods

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.

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Paper citation in several formats:
Malach, T. and Prinosil, J. (2014). Face Templates Creation for Surveillance Face Recognition System. In Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-018-5; ISSN 2184-4313, SciTePress, pages 724-729. DOI: 10.5220/0004906307240729

@conference{icpram14,
author={Tobias Malach. and Jiri Prinosil.},
title={Face Templates Creation for Surveillance Face Recognition System},
booktitle={Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2014},
pages={724-729},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004906307240729},
isbn={978-989-758-018-5},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Face Templates Creation for Surveillance Face Recognition System
SN - 978-989-758-018-5
IS - 2184-4313
AU - Malach, T.
AU - Prinosil, J.
PY - 2014
SP - 724
EP - 729
DO - 10.5220/0004906307240729
PB - SciTePress

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