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Please use this identifier to cite or link to this item: http://hdl.handle.net/20.500.12128/21702
Title: An Approach to Determine the Features of Dental X-ray Images Based on the Fractal Dimension
Authors: Gościniak, Ireneusz
Gdawiec, Krzysztof
Woźniak, Krzysztof
Machoy, Monika
Keywords: image analysis; multifractal analysis; image recognition; semi-multifractal algorithm; optimization
Issue Date: 2021
Citation: "Procedia Computer Science" Vol. 192 (2021), s. 1856-1865
Abstract: Applications of the fractal dimension include the analysis and interpretation of medical images. The article presents a method for determining image features that are based on fractal dimension. In the proposed method, an optimization process (modified semi-multifractal optimization algorithm) creates a division into sub-areas similarly to a multi-resolution method. Using this division, a characteristic spectrum based on the fractal dimensions is calculated. This spectrum is applied to the recognition method of X-ray images of teeth. The obtained experimental results showed that the proposed method can effectively recognize such images.
URI: http://hdl.handle.net/20.500.12128/21702
DOI: 10.1016/j.procs.2021.08.191
ISSN: 1877-0509
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