MPEG-7 DESCRIPTORS BASED CLASSIFIER FOR FACE/NON-FACE DETECTION

Malek Nadil, Abdenour Labed, Feryel Souami

2008

Abstract

In this paper we present a high level Face/Non-face classifier which can be integrated to a content based image retrieving system. It will help to extract semantics from images prior to their retrieving. This two-steps retrieval allows reducing effects of semantic gaps on the performance of existing systems. To construct our classifier, we exploit a standardized MPEG-7 low level descriptor. Experiments performed on images taking from two data bases, showed that our technique outperforms others presented in the literature.

Paper Citation

in Harvard Style

Nadil M., Labed A. and Souami F. (2008). MPEG-7 DESCRIPTORS BASED CLASSIFIER FOR FACE/NON-FACE DETECTION . 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 329-332. DOI: 10.5220/0001090303290332

in Bibtex Style

@conference{visapp08,
author={Malek Nadil and Abdenour Labed and Feryel Souami},
title={MPEG-7 DESCRIPTORS BASED CLASSIFIER FOR FACE/NON-FACE DETECTION},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008)},
year={2008},
pages={329-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001090303290332},
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 - MPEG-7 DESCRIPTORS BASED CLASSIFIER FOR FACE/NON-FACE DETECTION
SN - 978-989-8111-21-0
AU - Nadil M.
AU - Labed A.
AU - Souami F.
PY - 2008
SP - 329
EP - 332
DO - 10.5220/0001090303290332