http://hdl.handle.net/20.500.12128/21702
Tytuł: | An Approach to Determine the Features of Dental X-ray Images Based on the Fractal Dimension |
Autor: | Gościniak, Ireneusz Gdawiec, Krzysztof Woźniak, Krzysztof Machoy, Monika |
Słowa kluczowe: | image analysis; multifractal analysis; image recognition; semi-multifractal algorithm; optimization |
Data wydania: | 2021 |
Źródło: | "Procedia Computer Science" Vol. 192 (2021), s. 1856-1865 |
Abstrakt: | 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 |
Pojawia się w kolekcji: | Artykuły (WNŚiT) |
Plik | Opis | Rozmiar | Format | |
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Gdawiec_An_approach_to_determine_the_features_of_dental_X-ray_images_based_on_the_fractal_dimension.pdf | 1,95 MB | Adobe PDF | Przejrzyj / Otwórz |
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