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Authors: Jalila Filali 1 ; Hajer Baazaoui Zghal 1 and Jean Martinet 2

Affiliations: 1 University of Manouba, Tunisia ; 2 University of Lille 1, France

Keyword(s): Image Retrieval, Visual Vocabulary, Ontologies.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Hybrid Intelligent Systems ; Soft Computing

Abstract: Several approaches have been introduced in image retrieval field. However, many limitations, such as the semantic gap, still exist. As our motivation is to improve image retrieval accuracy, this paper presents an image retrieval system based on visual vocabulary and ontology. We propose, for every query image, to build visual vocabulary and ontology based on images annotations. Image retrieval process is performed by integrating both visual and semantic features and similarities.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Filali, J.; Zghal, H. and Martinet, J. (2016). Towards Visual Vocabulary and Ontology-based Image Retrieval System. In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-172-4; ISSN 2184-433X, SciTePress, pages 560-565. DOI: 10.5220/0005832805600565

@conference{icaart16,
author={Jalila Filali. and Hajer Baazaoui Zghal. and Jean Martinet.},
title={Towards Visual Vocabulary and Ontology-based Image Retrieval System},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2016},
pages={560-565},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005832805600565},
isbn={978-989-758-172-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - Towards Visual Vocabulary and Ontology-based Image Retrieval System
SN - 978-989-758-172-4
IS - 2184-433X
AU - Filali, J.
AU - Zghal, H.
AU - Martinet, J.
PY - 2016
SP - 560
EP - 565
DO - 10.5220/0005832805600565
PB - SciTePress

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