Issue |
ITM Web Conf.
Volume 57, 2023
Fifth International Conference on Advances in Electrical and Computer Technologies 2023 (ICAECT 2023)
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Article Number | 01005 | |
Number of page(s) | 9 | |
Section | Software Engineering & Information Technology | |
DOI | https://doi.org/10.1051/itmconf/20235701005 | |
Published online | 10 November 2023 |
Effect of Blurring of Images on Their First Order Radiomic Features
1 Institute of Computational Mathematics and Information Technologies, Kazan Federal University, Kazan, Russia
2 Center for Strategic Assessments and Forecasts of the Institute of Management, Economics and Finance, Kazan Federal University, Kazan, Russia
* Corresponding author: dtumakov@kpfu.ru
The effect of uniform blurring of images on their (statistical) radiomic features of the first order is studied. Two sets each consisting of 100 images with sizes of 100 by 100 and 700 by 700 are chosen as a dataset. Tables showing the effect of blurs on seventeen selected radiomic properties are given. The mean, variation and coefficient of variation of changes in the considered properties for various degrees of blurring are estimated. It is concluded that the most representative radiomic properties characterizing blurs are the mean, RMS and energy.
Key words: Blurring of images / Numerous blurs / Radiomic features / First order radiomic / Statistical features.
© The Authors, published by EDP Sciences, 2023
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