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Authors: A. Ait Younes 1 ; I. Truck 2 ; H. Akdag 3 and Y. Remion 4

Affiliations: 1 LERI, LAMSADE, France ; 2 Labo IA, France ; 3 LERI, LIP6, France ; 4 LERI, France

ISBN: 972-8865-00-7

ISSN: 2184-4992

Keyword(s): Image classification, Human-Computer Interaction, Fuzzy membership functions, Colour spaces.

Related Ontology Subjects/Areas/Topics: Advanced Applications of Fuzzy Logic ; Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems

Abstract: The aim of this work is to develop a user-friendly software allowing him to classify images according to their dominant colour expressed through linguistic expressions. With this aim in view, images are processed and stored in a database. The processing consists in assigning a profile to each image. To do this, we consider the pixels of the images in the colorimetric space HLS and then a restricted number of colours classes are built. These classes depend on the hue (H). For each colour class a certain number of subclasses depending on the lightness (L) and the Saturation (S) are defined. Finally the profile is drawn using the pixels membership of the classes and subclasses. Thus starting from a linguistic expression of a colour, the user can extract images from the database.

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Paper citation in several formats:
Ait Younes A.; Truck I.; Akdag H.; Remion Y. and (2004). IMAGE CLASSIFICATION ACCORDING TO THE DOMINANT COLOUR.In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 972-8865-00-7, pages 505-510. DOI: 10.5220/0002607005050510

@conference{iceis04,
author={A. {Ait Younes} and I. Truck and H. Akdag and Y. Remion},
title={IMAGE CLASSIFICATION ACCORDING TO THE DOMINANT COLOUR},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2004},
pages={505-510},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002607005050510},
isbn={972-8865-00-7},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - IMAGE CLASSIFICATION ACCORDING TO THE DOMINANT COLOUR
SN - 972-8865-00-7
AU - Ait Younes, A.
AU - Truck, I.
AU - Akdag, H.
AU - Remion, Y.
PY - 2004
SP - 505
EP - 510
DO - 10.5220/0002607005050510

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