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Vestnik Sankt-Peterburgskogo Universiteta. Seriya 10. Prikladnaya Matematika. Informatika. Protsessy Upravleniya, 2015, Issue 2, Pages 115–122
(Mi vspui247)
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This article is cited in 1 scientific paper (total in 1 paper)
Computer science
Digital images processing based on graph stationary flow construction
A. M. Batyukov St. Petersburg State University, 7/9, Universitetskaya embankment, St. Petersburg, 199034, Russian Federation
Abstract:
A modification of the algorithm to construct a stationary flow on a graph, which is applied to classification of digital images, is considered. An adaptation of the algorithm for multi core systems by the image partitioning is discussed. The dependence of calculation rate and classification accuracy on the number of partition elements is investigated. The numerical results are given. Bibliogr. 7. Table 2.
Keywords:
image analysis, stationary flow on a graph, maximization of weighted entropy, parallel programming.
Received: February 17, 2015
Citation:
A. M. Batyukov, “Digital images processing based on graph stationary flow construction”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 2015, no. 2, 115–122
Linking options:
https://www.mathnet.ru/eng/vspui247 https://www.mathnet.ru/eng/vspui/y2015/i2/p115
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