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Journal of the Belarusian State University. Mathematics and Informatics, 2018, Volume 1, Pages 95–104 (Mi bgumi134)  

Informatics, Computer science and Management

Microscopic images processing for the wood structure analysis

O. V. Nedzvedza, S. V. Ablameykob, K. R. Hadzi-Manicc, A. Savichc

a Belarusian State Medical University, 83 Dziaržynskaha Avenue, Minsk 220116, Belarus
b Belarusian State University, 4 Niezaliežnasci Avenue, Minsk 220030, Belarus
c Institute for Multidisciplinary Research, University of Belgrade, 142 Stefana Bulevar, Belgrad 11060, Serbia
References:
Abstract: An algorithm for analysis of wood fibers displacement and changes of the wood structure during deformation is proposed. This algorithm is intended for determination of changes in the structure of plant cells under stress and for study the mechanical properties of fibers. The algorithm is based on determination of the shift between layers by calculation of the optical flows for a sequence of static microscopic images. The use of optical flows allows to identify the particular features of structural deformation within the volume of plant tissues. The algorithm consists of two parts, which makes it possible to accelerate the computational process through parallel computations. The result of the algorithm is the construction of vector fields of the optical flow in three-dimensional space. Using three different types of images allows to determine the deformation, chemical shift and rotation of the fibers. The results of the algorithm allow to evaluate the physiological processes occurring in the deformed tissue of the plant and check the result of mathematical modeling.
Keywords: optical flow; microscopic image; analysis of the wood structure.
Funding agency Grant number
Ministry of Science and Technology of Republic of Srpska 173017
This work was supported by grant 173017 from the Ministry of Education, Science and Technology of the Republic of Serbia.
Received: 27.11.2017
Document Type: Article
UDC: 528.854
Language: Russian
Citation: O. V. Nedzvedz, S. V. Ablameyko, K. R. Hadzi-Manic, A. Savich, “Microscopic images processing for the wood structure analysis”, Journal of the Belarusian State University. Mathematics and Informatics, 1 (2018), 95–104
Citation in format AMSBIB
\Bibitem{NedAblHad18}
\by O.~V.~Nedzvedz, S.~V.~Ablameyko, K.~R.~Hadzi-Manic, A.~Savich
\paper Microscopic images processing for the wood structure analysis
\jour Journal of the Belarusian State University. Mathematics and Informatics
\yr 2018
\vol 1
\pages 95--104
\mathnet{http://mi.mathnet.ru/bgumi134}
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