CLASSIFIER SELECTION FOR FACE RECOGNITION ALGORITHM BASED ON ACTIVE SHAPE MODEL

Andrzej Florek, Maciej Król

2008

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.

Paper Citation

in Harvard Style

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 - Volume 1: VISAPP, (VISIGRAPP 2008) ISBN 978-989-8111-21-0, pages 276-281. DOI: 10.5220/0001077802760281

in Bibtex Style

@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 - Volume 1: VISAPP, (VISIGRAPP 2008)},
year={2008},
pages={276-281},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001077802760281},
isbn={978-989-8111-21-0},
}

in EndNote Style

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