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A shape ontology framework for bird classification

Liu, Yuee, Zhang, Jinglan, Tjondronegoro, Dian W., & Geva, Shlomo (2007) A shape ontology framework for bird classification. In DICAT 2007.

Abstract

Current research on shape based classification has been generally aimed at utilising various visual features. Previous research has shown that the existing knowledge in a specific domain can assist in understanding the image content. Ontologies are currently being used for explicit representation of the domain knowledge. In this paper, two contributions are presented: 1) a shape ontology framework which constitutes both domain and shape ontologies and in which domain and shape ontologies are mapped to each other. 2) A new approach for automatic construction of shape ontology. The experimental results are promising. Future work will focus on validating the framework and automatic method of the shape ontology construction for a much larger dataset.

Impact and interest:

7 citations in Scopus
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1,231 since deposited on 17 Oct 2007
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ID Code: 10202
Item Type: Conference Paper
Additional URLs:
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Computer Vision (080104)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Image Processing (080106)
Divisions: Current > Research Centres > Centre for Tropical Crops and Biocommodities
Past > QUT Faculties & Divisions > Faculty of Science and Technology
Past > Schools > School of Information Systems
Copyright Owner: Copyright 2007 (please consult authors)
Deposited On: 17 Oct 2007
Last Modified: 29 Feb 2012 23:34

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