On the application of multifractal methods for the analysis of sea surface images related to sea state determination

N. Ampilova, I. Soloviev, Apostolos Kotopoulis, George Pouraimis, Panayiotis Frangos

Research outputpeer-review

Abstract

Digital images may register states of a process, and image analysis help us to study this process and its peculiarities. In spite of the fact that there are a lot of textbooks on techniques of image analysis, any new problem may requires a new method. Last decades fractal and multifractal methods are often used to analyze high resolution images having complex textures. In many cases fractal
characteristics may be considered as classifying signs for further clustering. In this paper we present two multifractal methods. The first method allows us to obtain multifractal spectra and decompose an initial image into the union of nonintersecting sets. The second one is based on the transformation of an initial measure distribution under so called "direct multifractal transform" and calculation of information dimensions of measure supports. The examples of application of these techniques are given for various kinds of sea surface images.
Original languageEnglish
Title of host publicationProceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)
EditorsDimiter Tz. Dimitrov
Place of PublicationSofia
Publisher TECHNICAL UNIVERSITY OF SOFIA
Pages32-35
Publication statusPublished - 17 Oct 2019
Event14TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, ELECTROMAGNETICS AND MEDICAL APPLICATIONS - София
Duration: 17 Oct 201919 Oct 2019

Publication series

NameProceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)
ISSN (Electronic)1314-2100

Conference

Conference14TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, ELECTROMAGNETICS AND MEDICAL APPLICATIONS
Abbreviated titleCEMA’19
CountryBulgaria
CityСофия
Period17/10/1919/10/19

Fingerprint

Image analysis
Textbooks
Image resolution
Image Analysis
Fractals
Textures
Multifractal Spectrum
Digital Image
Texture
Fractal
Union
High Resolution
Clustering
Transform
Decompose

Scopus subject areas

  • Computer Science(all)
  • Mathematics(all)

Cite this

Ampilova, N., Soloviev, I., Kotopoulis, A., Pouraimis, G., & Frangos, P. (2019). On the application of multifractal methods for the analysis of sea surface images related to sea state determination. In D. T. Dimitrov (Ed.), Proceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...) (pp. 32-35). (Proceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)). Sofia: TECHNICAL UNIVERSITY OF SOFIA.
Ampilova, N. ; Soloviev, I. ; Kotopoulis, Apostolos ; Pouraimis, George ; Frangos, Panayiotis. / On the application of multifractal methods for the analysis of sea surface images related to sea state determination. Proceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...). editor / Dimiter Tz. Dimitrov. Sofia : TECHNICAL UNIVERSITY OF SOFIA, 2019. pp. 32-35 (Proceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)).
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Ampilova, N, Soloviev, I, Kotopoulis, A, Pouraimis, G & Frangos, P 2019, On the application of multifractal methods for the analysis of sea surface images related to sea state determination. in DT Dimitrov (ed.), Proceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...). Proceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...), TECHNICAL UNIVERSITY OF SOFIA, Sofia, pp. 32-35, София, 17/10/19.

On the application of multifractal methods for the analysis of sea surface images related to sea state determination. / Ampilova, N.; Soloviev, I.; Kotopoulis, Apostolos; Pouraimis, George; Frangos, Panayiotis.

Proceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...). ed. / Dimiter Tz. Dimitrov. Sofia : TECHNICAL UNIVERSITY OF SOFIA, 2019. p. 32-35 (Proceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)).

Research outputpeer-review

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Ampilova N, Soloviev I, Kotopoulis A, Pouraimis G, Frangos P. On the application of multifractal methods for the analysis of sea surface images related to sea state determination. In Dimitrov DT, editor, Proceedings of 14th International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...). Sofia: TECHNICAL UNIVERSITY OF SOFIA. 2019. p. 32-35. (Proceedings of ... International Conference on Communications, Electromagnetic and Medical Applications (CEMA ...)).