Similarity measures for image databases

Ramesh Jain, S. N.Jayaram Murthy, Peter L.J. Chen, Shankar Chatterjee

Research output: Contribution to conferencePaperpeer-review

32 Scopus citations

Abstract

Similarity images is used for storage and retrieval in image databases. In this article, several experiments designed to compare various similarity measures for application to image databases are outlined. As a first step for comparison, the similarity matrices for each of the similarity measure is computed over a set of selected textures and are presented as visual images. Comparative analysis of these images show the relative characteristics of each of these measures. Experiments which are being conducted to study the sensitivity of these matrices to small changes in images are also described. Results obtained from these experiments could offer assistance in selecting the appropriate measure for applications to image databases.

Original languageEnglish
Pages1247-1254
Number of pages8
StatePublished - 1995
EventProceedings of the 1995 IEEE International Conference on Fuzzy Systems. Part 1 (of 5) - Yokohama, Jpn
Duration: Mar 20 1995Mar 24 1995

Conference

ConferenceProceedings of the 1995 IEEE International Conference on Fuzzy Systems. Part 1 (of 5)
CityYokohama, Jpn
Period03/20/9503/24/95

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