IMAGE CLASSIFICATION ACCORDING TO THE DOMINANT COLOUR

A. Ait Younes, I. Truck, H. Akdag, Y. Remion

2004

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.

References

  1. Bouchon-Meunier, B. (1995). La Logique Floue et ses Applications. Addison-Wesley.
  2. Foulloy, L. (1990). Du controle symbolique des processus : demarche, outils, exemples. Phd thesis, Université Paris XI, France.
  3. Hammami, M., Chen, L., Zighed, D., Song, Q., and Louis, R. (2002). Dé nition d'un modele de peau et son utilisation pour la classi cation des images. In Proceedings of the Journées Francophones d'Acces Intelligent aux Documents Multimédias sur l'Internet, MediaNet'2002, pages 187-198, Sousse, Tunisie.
  4. Herrera, F. and Martinez, L. (2001). A model based on lingustic two-tuples for dealing with multigranularity hierarchical linguistic contexts in multiexpert decisionmaking. In IEEE, Transactions on Systems, Man and Cybernetics. Part B, pages 227-234.
  5. Le Saux, B. (2003). Classi cation non exclusive et personnalisation par apprentissage : Application a la navigation dans les bases d'images. Phd thesis, INRIA, France.
  6. Roire, J. (2000). Les noms des couleurs. Pour la science, hors série, n¦ 27 edition.
  7. Truck, I. (2002). Approches symbolique et oue des modi cateurs linguistiques et leur lien avec l'agrégation. Phd thesis, Université de Reims Champagne-Ardenne, France.
  8. Truck, I., Akdag, H., and Borgi, A. (2001a). A symbolic approach for colorimetric alterations. In Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, EUSFLAT 2001, pages 105-108, Leicester, England.
  9. Truck, I., Akdag, H., and Borgi, A. (2001b). Using fuzzy modi ers in colorimetry. In Proceedings of the 5th World Multiconference on Systemics, Cybernetics and Informatics, SCI 2001, pages 472-477, Orlando, Florida, USA.
Download


Paper Citation


in Harvard Style

Ait Younes A., Truck I., Akdag H. and Remion Y. (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


in Bibtex Style

@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},
}


in EndNote Style

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