On Image Retrieval using Salient Regions with Vector-Spaces and Latent Semantics
Hare, Jonathon S. and Lewis, Paul H., Leow, Wee-Kheng, Lew, Michael S., Chua, Tat-Seng, Ma, Wei-Ying, Chaisorn, Lekha and Bakker, Erwin M. (eds.) (2005) On Image Retrieval using Salient Regions with Vector-Spaces and Latent Semantics. Image and Video Retrieval: 4th International Conference, CIVR 2005, Singapore, July 2005, LNCS 3, 540-549.
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Description/Abstract
The vector-space retrieval model and Latent Semantic Indexing approaches to retrieval have been used heavily in the field of text information retrieval over the past years. The use of these approaches in image retrieval, however, has been somewhat limited. In this paper, we present methods for using these techniques in combination with an invariant image representation based on local descriptors of salient regions. The paper also presents an evaluation in which the two techniques are used to find images with similar semantic labels.
| Item Type: | Article |
|---|---|
| Additional Information: | Event Dates: 20-22 July 2005 |
| ISBNs: | 3540278583 |
| ISSNs: | 0302-9743 |
| Keywords: | Image Retrieval, Vector Space, Latent Semantic, Salient Region |
| Divisions: | Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 261095 |
| Date Deposited: | 27 Jul 2005 |
| Last Modified: | 02 Mar 2012 12:20 |
| Contributors: | Hare, Jonathon S. (Author) Lewis, Paul H. (Author) Leow, Wee-Kheng (Editor) Lew, Michael S. (Editor) Chua, Tat-Seng (Editor) Ma, Wei-Ying (Editor) Chaisorn, Lekha (Editor) Bakker, Erwin M. (Editor) |
| Date: | 2005 |
| Additional Information: | Event Dates: 20-22 July 2005 |
| Status: | Published |
| Publisher: | Springer-Verlag Heidelberg |
| Further Information: | Google Scholar |
| ISI Citation Count: | 5 |
| URI: | http://eprints.soton.ac.uk/id/eprint/261095 |
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