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Gibson, S. and Harvey, R. W. 
ORCID: https://orcid.org/0000-0001-9925-8316
(2001)
Analysing and simplifying histograms using scale-trees.
In: 11th International Conference on Image Analysis and Processing, 2001-09-26 - 2001-09-28.
Abstract
A new method for analysing image histograms is introduced. The technique decomposes a histogram into probability level sets. The relationships between these level sets are encoded using a tree. The tree has fewer nodes than the histogram and so is a compressed feature. When used in image retrieval experiments the tree is shown to have a performance that is superior to many methods and no worse than the best alternatives. The tree is efficient because it can be built using a computationally efficient algorithm known as a sieve
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Faculty \ School: | Faculty of Science > School of Computing Sciences |
| UEA Research Groups: | Faculty of Science > Research Groups > Interactive Graphics and Audio Faculty of Science > Research Groups > Smart Emerging Technologies |
| Depositing User: | Vishal Gautam |
| Date Deposited: | 18 Aug 2011 11:35 |
| Last Modified: | 23 Apr 2023 01:48 |
| URI: | https://ueaeprints.uea.ac.uk/id/eprint/21721 |
| DOI: | 10.1109/ICIAP.2001.956989 |
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