FACE DETECTION ALGORITHM USING EMD - Application to Biometric Recognition System

Jordi Solé-Casals; Carlos M. Travieso-González; Marcos del Pozo; Jesús B. Alonso

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Paper

FACE DETECTION ALGORITHM USING EMD - Application to Biometric Recognition System

In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, 565-569, 2011 , Rome, Italy

Authors: Jordi Solé-Casals ¹ ; Carlos M. Travieso-González ² ; Marcos del Pozo ² and Jesús B. Alonso ²

Affiliations: ¹ University of Vic, Spain ; ² University of Las Palmas de Gran Canaria, Spain

Keyword(s): Face detection, Empirical Mode Decomposition (EMD), Biometrics.

Abstract: In this work we present a new face detection algorithm for biometric recognition systems, based on Empirical Mode Decomposition (EMD) that helps us to detect the central skin part of the face. After a binarization and dilatation process, we get an approximation of the face location that is finally established by adjusting an ellipse. Finally, a mask is created using the perimeter of this ellipse and applied to the original image, giving as a result the detected face. Experiments show the performance of the method, with a recognition rate of 97.60%.

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Paper citation in several formats:

Solé-Casals, J.; Travieso-González, C.; del Pozo, M. and Alonso, J. (2011). FACE DETECTION ALGORITHM USING EMD - Application to Biometric Recognition System. In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2011) - MPBS; ISBN 978-989-8425-35-5; ISSN 2184-4305, SciTePress, pages 565-569. DOI: 10.5220/0003297305650569

@conference{mpbs11,
author={Jordi Solé{-}Casals. and Carlos M. Travieso{-}González. and Marcos {del Pozo}. and Jesús B. Alonso.},
title={FACE DETECTION ALGORITHM USING EMD - Application to Biometric Recognition System},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2011) - MPBS},
year={2011},
pages={565-569},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003297305650569},
isbn={978-989-8425-35-5},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2011) - MPBS
TI - FACE DETECTION ALGORITHM USING EMD - Application to Biometric Recognition System
SN - 978-989-8425-35-5
IS - 2184-4305
AU - Solé-Casals, J.
AU - Travieso-González, C.
AU - del Pozo, M.
AU - Alonso, J.
PY - 2011
SP - 565
EP - 569
DO - 10.5220/0003297305650569
PB - SciTePress