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Authors: Esteve Gallego-Jutglà 1 ; Saad Al-Baddai 2 ; Karema Al-Subari 2 ; Ana Maria Tomé 3 ; Elmar W. Lang 2 and Jordi Solé-Casals 1

Affiliations: 1 University of Vic, Spain ; 2 University of Regensburg, Germany ; 3 University of Aveiro, Portugal

Keyword(s): Face Recognition, Fast and Stable Bi-dimensional Empirical Mode Decomposition, Linear Discriminant Analysis, Biometrics.

Abstract: In this study the use of a new fast and stable decomposition technique, bi-dimensional empirical mode decomposition, is used for face recognition tasks. Images are decomposed individually, and then the distance with reference images is computed. Three different types of distances are tested. Then class association is based on minimum distance and by using a classifier. Preliminary results (90.0% of classification rate) are satisfactory and will justify a deep investigation on how to apply this bi- dimensional decomposition technique for face recognition.

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Paper citation in several formats:
Gallego-Jutglà, E.; Al-Baddai, S.; Al-Subari, K.; Maria Tomé, A.; Lang, E. and Solé-Casals, J. (2015). Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition. In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2015) - MPBS; ISBN 978-989-758-069-7; ISSN 2184-4305, SciTePress, pages 385-391. DOI: 10.5220/0005337003850391

@conference{mpbs15,
author={Esteve Gallego{-}Jutglà. and Saad Al{-}Baddai. and Karema Al{-}Subari. and Ana {Maria Tomé}. and Elmar W. Lang. and Jordi Solé{-}Casals.},
title={Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2015) - MPBS},
year={2015},
pages={385-391},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005337003850391},
isbn={978-989-758-069-7},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2015) - MPBS
TI - Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition
SN - 978-989-758-069-7
IS - 2184-4305
AU - Gallego-Jutglà, E.
AU - Al-Baddai, S.
AU - Al-Subari, K.
AU - Maria Tomé, A.
AU - Lang, E.
AU - Solé-Casals, J.
PY - 2015
SP - 385
EP - 391
DO - 10.5220/0005337003850391
PB - SciTePress