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12
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vol 63 / December, 2020
Article

DOI 10.17586/0021-3454-2018-61-10-930-932

UDC 004

APPLICATION OF FRACTAL ANALYSIS FOR EXPRESS PROCESSING OF SIGNALS AND IMAGES

M. Y. Marusina
ITMO University, Saint Petersburg, 197101, Russian Federation; Professor, Scientific Secretary


E. A. Karaseva
ITMO University, Department of Introscope Technologies;


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Abstract. The methods of rapid signal processing using fractal analysis are investigated. An algorithm for preprocessing of data presented in the form of one - and two-dimensional signals on the example of MRI images and cardio signals is proposed. The obtained results are claimed to serve as a basis for application of fractal analysis in the processing of medical signals on large samples with subsequent statistical analysis.
Keywords: fractal analysis, signal processing, Hurst parameter, image analysis, cardio signal

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