CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL

Andrzej Florek; Maciej Król

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Paper

CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL

Topics: Face and Gesture Recognition; Visual Learning

In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 276-281, 2008 , Funchal, Madeira, Portugal

Authors: Andrzej Florek and Maciej Król

Affiliation: Institute of Control and Information Engineering, Automatic Control and Robotics Division, Poznań University of Technology, Poland

Keyword(s): Face classification, Active Shape Model, Support Vector Machines, Fisher Linear Discriminant Analysis.

Abstract: In this paper, experimental results from the face contour classification tests are shown. The presented approach is dedicated to a face recognition algorithm based on the Active Shape Model. The results were obtained from experiments carried out on the set of 2700 images taken from 100 persons. Manually fitted contours (194 samples for eight components of one face contour) were classified after feature space decomposition carried out by the Linear Discriminant Analysis or by the Support Vector Machines algorithms.

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Paper citation in several formats:

Florek, A. and Król, M. (2008). CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL. In Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 276-281. DOI: 10.5220/0001077802760281

@conference{visapp08,
author={Andrzej Florek. and Maciej Król.},
title={CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={276-281},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001077802760281},
isbn={978-989-8111-21-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP
TI - CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Florek, A.
AU - Król, M.
PY - 2008
SP - 276
EP - 281
DO - 10.5220/0001077802760281
PB - SciTePress