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Image retrieval based on semantics of intra-region color properties

Sajjanhar, Atul, Luo, Guojun, Zhang, Dengsheng, Zhou, Wanlei and Chen, Yi-Ping Phoebe 2008, Image retrieval based on semantics of intra-region color properties, in CIT 2008: Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, N.J., pp. 338-343.

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Title Image retrieval based on semantics of intra-region color properties
Author(s) Sajjanhar, Atul
Luo, Guojun
Zhang, Dengsheng
Zhou, Wanlei
Chen, Yi-Ping Phoebe
Conference name International Conference on Computer and Information Technology (IEEE Computer Society) (8th : 2008 : Sydney, Australia)
Conference location Sydney, N.S.W.
Conference dates 8-11 July 2008
Title of proceedings CIT 2008: Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology
Editor(s) Wu, Qiang
He, Ziangjian
Nguyen, Quang Vinh
Jia, Wenjing
Huang, Maolin
Publication date 2008
Conference series IEEE International Conference on Computer and Information Technology
Start page 338
End page 343
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Place of publication Piscataway, N.J.
Summary Traditional image retrieval systems are content based image retrieval systems which rely on low-level features for indexing and retrieval of images. CBIR systems fail to meet user expectations because of the gap between the low level features used by such systems and the high level perception of images by humans. Semantics based methods have been used to describe images according to their high level features. In this paper, we performed experiments to identify the failure of existing semantics-based methods to retrieve images in a particular semantic category. We have proposed a new semantic category to describe the intra-region color feature. The proposed semantic category complements the existing high level descriptions. Experimental results confirm the effectiveness of the proposed method.
Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
ISBN 9781424423583
Language eng
Field of Research 080305 Multimedia Programming
HERDC Research category E1 Full written paper - refereed
ERA Research output type E Conference publication
HERDC collection year 2008
Persistent URL http://hdl.handle.net/10536/DRO/DU:30018131

Document type: Conference Paper
Collections: School of Engineering and Information Technology
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