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Towards a multimodality ontology image retrieval

M. Khalid, Yanti Idaya Aspura and Noah, Shahrul Azman and Sheikh Abdullah, Siti Norulhuda (2011) Towards a multimodality ontology image retrieval. Visual Informatics: Sustaining Research and Innovations, 7067. pp. 382-393. ISSN 0302-9743 (P), 1611-3349 (O)

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Ontology based retrieval is gaining popularity due to the limitation posed by the conventional bag-of-words retrieval system. To semantically search for images, textual descriptions are usually used since low level features provide little meaningful information. As such conventional searching and retrieving of images are currently being employed. Complex querying and enhanced semantic search still remain the issues to be solved in image retrieval systems. We proposed an ontology driven framework for supporting image retrieval with particular emphasis on the sport news domain. Furthermore, we look into the possibility how multimodality ontology can be integrated in the framework and shows how open knowledge-bases such as the DBpedia play an important role in this area.

Item Type: Article (Journal)
Additional Information: 4387/30412
Uncontrolled Keywords: Ontology based retrieval, Multimodality ontology, Image Retrieval,Semantic search
Subjects: T Technology > T Technology (General)
Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Information and Communication Technology
Kulliyyah of Information and Communication Technology
Date Deposited: 18 Dec 2013 08:38
Last Modified: 02 Sep 2015 14:07
URI: http://irep.iium.edu.my/id/eprint/30412

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