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Dept Comp Sci & Comp Eng
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La Trobe University
Victoria 3086
AUSTRALIA
Tel: +61 3 9479 1107
Fax: +61 3 9479 3060
Email: info
@cs.latrobe.edu.au
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Research Publications - Abstract
Department of Computer Science & Computer Engineering
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Wang, D., and Conilione, P. |
| Publication Year: |
2009 |
| Paper Title: |
Intelligent Face Image Retrieval Using Eigenpaxels and Learning Similiarity Metrics |
| Conference Name: |
15th International Conference on Neural Information Processing, ICONIP 2008 |
| Venue: |
Aukland, New Zealand |
| Volume: |
LNCS 5507, Part II, 2009 |
| Pages: |
792 - 799 |
| Abstract: |
Content-based Image Retrieval (CBIR) systems have been rapidly developing over the years, both in labs and in real world applications. Face Image Retrieval (FIS ) is a specialised CBIR system where a user submits a query (image of a face) to the FIR system which searches and retrieves the most visually similar face images from a database. In this paper, we use a neural-network based similarity measure and compare the retrieval performance to Lp-norm similarity measures. Further we examined the effect of user relevance-feedback on retrieval performance. It was found that the neural-similarity measure provided significant performance gains over Lp-norm similarity measure for both the training and test data sets.
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