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Authors: Marcelo Armengot ; Francesc J. Ferri and Wladimiro Díaz

Affiliation: Universitat de València, Spain

Abstract: This work presents some preliminary results about exploring and proposing new extensions of common vector based subspace methods that have been recently proposed to deal with very high dimensional classification problems. Both the common vector and the discriminant vector approaches are considered. The different dimensionalities of the subspaces that these methods use as intermediate step are considered in different situations and their relation to the generalization ability of each method is analyzed. Comparative experiments using different databases for the face recognition problem are performed to support the main conclusions of the paper.

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Paper citation in several formats:
Armengot, M.; J. Ferri, F. and Díaz, W. (2007). Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition. In Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems (ICEIS 2007) - PRIS; ISBN 978-972-8865-93-1, SciTePress, pages 129-137. DOI: 10.5220/0002432401290137

@conference{pris07,
author={Marcelo Armengot. and Francesc {J. Ferri}. and Wladimiro Díaz.},
title={Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition},
booktitle={Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems (ICEIS 2007) - PRIS},
year={2007},
pages={129-137},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002432401290137},
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 - Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition
SN - 978-972-8865-93-1
AU - Armengot, M.
AU - J. Ferri, F.
AU - Díaz, W.
PY - 2007
SP - 129
EP - 137
DO - 10.5220/0002432401290137
PB - SciTePress