- Title
- Image retrieval based on semantics of intra-region color properties
- Creator
- Sajjanhar, Atul; Lu, Guojun; Zhang, Dengsheng; Zhou, Wanlei; Chen, Yi-Ping Phoebe
- Date
- 2008
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/70237
- Identifier
- vital:6534
- Identifier
-
https://doi.org/10.1109/CIT.2008.4594698
- Identifier
- ISBN:9781424423583
- Abstract
- 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
- Publisher
- Sydney, NSW IEEE
- Relation
- Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology p. 338-343
- Rights
- This metadata is freely available under a CCO license
- Subject
- 0801 Artificial Intelligence and Image Processing; Content-based retrieval; Feature extraction; Image colour analysis; Image retrieval
- Reviewed
- Hits: 2086
- Visitors: 2112
- Downloads: 0
| Thumbnail | File | Description | Size | Format |
|---|