AN INTEGRATED GLOBAL AND FUZZY REGIONAL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL

Xiaojun Qi; Yutao Han

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Paper

AN INTEGRATED GLOBAL AND FUZZY REGIONAL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL

Topics: Multimedia Indexing and Retrieval

In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 3: ICETE, 339-344, 2004 , Setúbal, Portugal

Authors: Xiaojun Qi and Yutao Han

Affiliation: Utah State University, United States

Keyword(s): Content-based image retrieval, image segmentation, similarity measure, fuzzified region features, fuzzy region matching.

Related Ontology Subjects/Areas/Topics: Multimedia ; Multimedia Indexing and Retrieval ; Multimedia Signal Processing ; Telecommunications

Abstract: This paper proposes an effective and efficient approach to content-based image retrieval by integrating global visual features and fuzzy region-based color and texture features. The Cauchy function is utilized to fuzzify each independent regional color and texture feature for addressing the issues associated with the color/texture inaccuracies and segmentation uncertainties. The overall similarity measure is computed as a weighted combination between global and regional similarity measures incorporating all features. Our proposed approach demonstrates a promising performance on an image database of 1000 general-purpose images from COREL, as compared with some variants of the proposed method and some peer systems in the literature.

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Paper citation in several formats:

Qi, X. and Han, Y. (2004). AN INTEGRATED GLOBAL AND FUZZY REGIONAL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL. In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 3: ICETE; ISBN 972-8865-15-5; ISSN 2184-3236, SciTePress, pages 339-344. DOI: 10.5220/0001390003390344

@conference{icete04,
author={Xiaojun Qi. and Yutao Han.},
title={AN INTEGRATED GLOBAL AND FUZZY REGIONAL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL},
booktitle={Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 3: ICETE},
year={2004},
pages={339-344},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001390003390344},
isbn={972-8865-15-5},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 3: ICETE
TI - AN INTEGRATED GLOBAL AND FUZZY REGIONAL APPROACH TO CONTENT-BASED IMAGE RETRIEVAL
SN - 972-8865-15-5
IS - 2184-3236
AU - Qi, X.
AU - Han, Y.
PY - 2004
SP - 339
EP - 344
DO - 10.5220/0001390003390344
PB - SciTePress