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Authors: Malek Nadil 1 ; Abdenour Labed 2 and Feryel Souami 1

Affiliations: 1 USTHB, Algeria ; 2 Polytechnic School of Bordj El Bahri, Algeria

Keyword(s): Image retrieval, MPEG-7, Classification, Semantic.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Soft Computing

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.

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Paper citation in several formats:
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 (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 329-332. DOI: 10.5220/0001090303290332

@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 (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={329-332},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001090303290332},
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 - MPEG-7 DESCRIPTORS BASED CLASSIFIER FOR FACE/NON-FACE DETECTION
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Nadil, M.
AU - Labed, A.
AU - Souami, F.
PY - 2008
SP - 329
EP - 332
DO - 10.5220/0001090303290332
PB - SciTePress

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