LB-Index: A Multi-Resolution Index Structure for Images

Authors:
Vebjorn Ljosa;Arnab Bhattacharya;Ambuj K. Singh
Affiliations:
University of California, Santa Barbara;University of California, Santa Barbara;University of California, Santa Barbara
Venue:
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Year:
2006

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Abstract

In many domains, the similarity between two images depends on the spatial locations of their features. The earth mover's distance (EMD), first proposed by Werman et al. [8], measures such similarity. It yields higher-quality image retrieval results than the Lp-norm, quadratic-form distance, and Jeffrey divergence [6], and has also been used for similarity search on contours [3], melodies [7], and graphs [2].