A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology
This research proposed a novel semantic approach to text-based image retrieval based on a lexical ontology called OntoRo. The approach aims to narrow down the semantic gap between visual content and the richness of human semantics by using keywords-based semantic image indexing. The approach prop...
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my-unisza-ir.1162020-10-19T04:51:30Z http://eprints.unisza.edu.my/116/ A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology Engku Fadzli Hasan, Syed Abdullah T Technology (General) TA Engineering (General). Civil engineering (General) This research proposed a novel semantic approach to text-based image retrieval based on a lexical ontology called OntoRo. The approach aims to narrow down the semantic gap between visual content and the richness of human semantics by using keywords-based semantic image indexing. The approach proposed involves: (a) semantic image indexing; (b) semantic search; and (c) semantic image visualization. This paper focuses on the semantic image indexing method and implements semantic search method as the evaluation process. A new concept of Semantic DNA is introduced as an indexing method which will help to retrieve semantic results. The Semantic DNA is extracted from the existing ontological structure of OntoRo. It is the key element in this approach which will be used throughout the whole research. 2010 Conference or Workshop Item PeerReviewed text en http://eprints.unisza.edu.my/116/1/FH03-FIK-14-00928.pdf image en http://eprints.unisza.edu.my/116/2/FH03-FIK-14-02044.png Engku Fadzli Hasan, Syed Abdullah (2010) A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology. In: International Conference on Kansei Engineering and Emotional Research, 2-4 March 2010, Paris, France. |
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T Technology (General) TA Engineering (General). Civil engineering (General) Engku Fadzli Hasan, Syed Abdullah A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
description |
This research proposed a novel semantic approach to text-based image retrieval
based on a lexical ontology called OntoRo. The approach aims to narrow down the
semantic gap between visual content and the richness of human semantics by using
keywords-based semantic image indexing. The approach proposed involves: (a)
semantic image indexing; (b) semantic search; and (c) semantic image visualization.
This paper focuses on the semantic image indexing method and implements semantic
search method as the evaluation process. A new concept of Semantic DNA is
introduced as an indexing method which will help to retrieve semantic results. The
Semantic DNA is extracted from the existing ontological structure of OntoRo. It is the
key element in this approach which will be used throughout the whole research. |
format |
Conference or Workshop Item |
author |
Engku Fadzli Hasan, Syed Abdullah |
author_facet |
Engku Fadzli Hasan, Syed Abdullah |
author_sort |
Engku Fadzli Hasan, Syed Abdullah |
title |
A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
title_short |
A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
title_full |
A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
title_fullStr |
A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
title_full_unstemmed |
A Semantic Approach to Text-based Image Retrieval Using a Lexical Ontology |
title_sort |
semantic approach to text-based image retrieval using a lexical ontology |
publishDate |
2010 |
url |
http://eprints.unisza.edu.my/116/1/FH03-FIK-14-00928.pdf http://eprints.unisza.edu.my/116/2/FH03-FIK-14-02044.png http://eprints.unisza.edu.my/116/ |
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1681493190714064896 |
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13.1944895 |