Automatic Face Alignment by Maximizing Similarity Score

Bas Boom; Luuk Spreeuwers; Raymond Veldhuis

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Paper

Automatic Face Alignment by Maximizing Similarity Score

In Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 221-230, 2007 , Funchal, Madeira, Portugal

Authors: Bas Boom ; Luuk Spreeuwers and Raymond Veldhuis

Affiliation: University of Twente, EEMSC, Signals & Systems, Netherlands

Abstract: Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a face registration method which searches for the optimal alignment by maximizing the score of a face recognition algorithm. In this paper we investigate the practical usability of our face registration method. Experiments show that our registration method achieves better results in face verification than the landmark based registration method. We even obtain face verification results which are similar to results obtained using landmark based registration with manually located eyes, nose and mouth as landmarks. The performance of the method is tested on the FRGCv1 database using images taken under both controlled and uncontrolled conditions.

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Paper citation in several formats:

Boom, B.; Spreeuwers, L. and Veldhuis, R. (2007). Automatic Face Alignment by Maximizing Similarity Score. In Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems (ICEIS 2007) - PRIS; ISBN 978-972-8865-93-1, SciTePress, pages 221-230. DOI: 10.5220/0002427602210230

@conference{pris07,
author={Bas Boom. and Luuk Spreeuwers. and Raymond Veldhuis.},
title={Automatic Face Alignment by Maximizing Similarity Score},
booktitle={Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems (ICEIS 2007) - PRIS},
year={2007},
pages={221-230},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002427602210230},
isbn={978-972-8865-93-1},
}

TY - CONF

JO - Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems (ICEIS 2007) - PRIS
TI - Automatic Face Alignment by Maximizing Similarity Score
SN - 978-972-8865-93-1
AU - Boom, B.
AU - Spreeuwers, L.
AU - Veldhuis, R.
PY - 2007
SP - 221
EP - 230
DO - 10.5220/0002427602210230
PB - SciTePress