EXPLORING mEMD FOR FACE RECOGNITION

Esteve Gallego-Jutglà; Jordi Solé-Casals

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Paper

EXPLORING mEMD FOR FACE RECOGNITION

In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, 498-503, 2012 , Vilamoura, Algarve, Portugal

Authors: Esteve Gallego-Jutglà and Jordi Solé-Casals

Affiliation: University of Vic, Spain

Keyword(s): Face Recognition, Multivariate Empirical Mode Decomposition (mEMD), Biometrics.

Abstract: Face recognition is a common technique used for security environment. In this work we explore the multivariate empirical mode decomposition as technique for face recognition tasks. An image classification method based on this decomposition is presented and tested. Images are decomposed and then classified based on the distance between the image and the representative image of each class. Three different possibilities are presented for compute the distance measures. Preliminary results (82,50 % of classification rate) are satisfactory and will justify a deep investigation on how to apply mEMD for face recognition.

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Paper citation in several formats:

Gallego-Jutglà, E. and Solé-Casals, J. (2012). EXPLORING mEMD FOR FACE RECOGNITION. In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2012) - MPBS; ISBN 978-989-8425-89-8; ISSN 2184-4305, SciTePress, pages 498-503. DOI: 10.5220/0003894004980503

@conference{mpbs12,
author={Esteve Gallego{-}Jutglà. and Jordi Solé{-}Casals.},
title={EXPLORING mEMD FOR FACE RECOGNITION},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2012) - MPBS},
year={2012},
pages={498-503},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003894004980503},
isbn={978-989-8425-89-8},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2012) - MPBS
TI - EXPLORING mEMD FOR FACE RECOGNITION
SN - 978-989-8425-89-8
IS - 2184-4305
AU - Gallego-Jutglà, E.
AU - Solé-Casals, J.
PY - 2012
SP - 498
EP - 503
DO - 10.5220/0003894004980503
PB - SciTePress