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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.

14th International Conference on Communications, Electromagnetics and Medical Applications. ed. / Dimiter Tz. Dimitrov. Sofia : TECHNICAL UNIVERSITY OF SOFIA, 2019. p. 32-35 (Communication, Electromagnetics and Medical Application; Vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

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.), 14th International Conference on Communications, Electromagnetics and Medical Applications. Communication, Electromagnetics and Medical Application, vol. 2019-October, TECHNICAL UNIVERSITY OF SOFIA, Sofia, pp. 32-35, 14th International Conference on Communications, Electromagnetics and Medical Applications, CEMA 2019, Sofia, Bulgaria, 17/10/19.

APA

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.), 14th International Conference on Communications, Electromagnetics and Medical Applications (pp. 32-35). (Communication, Electromagnetics and Medical Application; Vol. 2019-October). TECHNICAL UNIVERSITY OF SOFIA.

Vancouver

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, 14th International Conference on Communications, Electromagnetics and Medical Applications. Sofia: TECHNICAL UNIVERSITY OF SOFIA. 2019. p. 32-35. (Communication, Electromagnetics and Medical Application).

Author

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. 14th International Conference on Communications, Electromagnetics and Medical Applications. editor / Dimiter Tz. Dimitrov. Sofia : TECHNICAL UNIVERSITY OF SOFIA, 2019. pp. 32-35 (Communication, Electromagnetics and Medical Application).

BibTeX

@inproceedings{392f9004fc8641f1b9ad83654c2d2fbb,
title = "On the application of multifractal methods for the analysis of sea surface images related to sea state determination",
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.",
keywords = "Digital image analysis, multifractal methods, multifractal spectra, information dimension",
author = "N. Ampilova and I. Soloviev and Apostolos Kotopoulis and George Pouraimis and Panayiotis Frangos",
year = "2019",
month = oct,
day = "17",
language = "English",
series = "Communication, Electromagnetics and Medical Application",
publisher = " TECHNICAL UNIVERSITY OF SOFIA",
pages = "32--35",
editor = "Dimitrov, {Dimiter Tz. }",
booktitle = "14th International Conference on Communications, Electromagnetics and Medical Applications",
address = "Bulgaria",
note = "14th International Conference on Communications, Electromagnetics and Medical Applications, CEMA 2019 ; Conference date: 17-10-2019 Through 19-10-2019",

}

RIS

TY - GEN

T1 - On the application of multifractal methods for the analysis of sea surface images related to sea state determination

AU - Ampilova, N.

AU - Soloviev, I.

AU - Kotopoulis, Apostolos

AU - Pouraimis, George

AU - Frangos, Panayiotis

PY - 2019/10/17

Y1 - 2019/10/17

N2 - 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.

AB - 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.

KW - Digital image analysis

KW - multifractal methods

KW - multifractal spectra

KW - information dimension

UR - http://www.scopus.com/inward/record.url?scp=85075653033&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85075653033

T3 - Communication, Electromagnetics and Medical Application

SP - 32

EP - 35

BT - 14th International Conference on Communications, Electromagnetics and Medical Applications

A2 - Dimitrov, Dimiter Tz.

PB - TECHNICAL UNIVERSITY OF SOFIA

CY - Sofia

T2 - 14th International Conference on Communications, Electromagnetics and Medical Applications, CEMA 2019

Y2 - 17 October 2019 through 19 October 2019

ER -

ID: 48317217