Image content retrieval from image databases using feature integration by Choquet integral

Mihail Popescu; Paul D. Gader

doi:10.1117/12.333875

17 December 1998 Image content retrieval from image databases using feature integration by Choquet integral

Mihail Popescu, Paul D. Gader

Proceedings Volume 3656, Storage and Retrieval for Image and Video Databases VII; (1998) https://doi.org/10.1117/12.333875
Event: Electronic Imaging '99, 1999, San Jose, CA, United States

Abstract

A novel similarity measure based on the Choquet integral was introduced for retrieving images that 'mostly' fit the query image, from an image database. We show that in certain conditions, the measure is a norm, a fact that can be used to reduce the searching time, using the triangle inequality. To test the new measure, a content-based image retrieval system was built. The system was benchmarked against the visual retrieval cartridge, Virage, built into Oracle 8 database system. The results suggested that the new measure is useful for image retrieval.

Citation Download Citation

Mihail Popescu and Paul D. Gader "Image content retrieval from image databases using feature integration by Choquet integral", Proc. SPIE 3656, Storage and Retrieval for Image and Video Databases VII, (17 December 1998); https://doi.org/10.1117/12.333875

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