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Matem. Mod., 2013, Volume 25, Number 7, Pages 48–58 (Mi mm3381)  

GPU computing for scene analysis by their images using random morphology

A. V. Zubyuk

Lomonosov Moscow State University, Faculty of Physics

Abstract: Recognition of an object with random shape on undefined background is considered. GPU-based algorithm solving such a problem is developed. The developed algorithm is applied to the detection of handwritten digits in given images. Acceleration achieved by use of GPU compared to CPU is estimated.

Keywords: morphological image analysis, likelihood ratio criteria, parallel computing, GPU computing.

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Bibliographic databases:

Document Type: Article
UDC: 519.683, 519.226
Received: 19.03.2012

Citation: A. V. Zubyuk, “GPU computing for scene analysis by their images using random morphology”, Matem. Mod., 25:7 (2013), 48–58

Citation in format AMSBIB
\Bibitem{Zub13}
\by A.~V.~Zubyuk
\paper GPU computing for scene analysis by their images using random morphology
\jour Matem. Mod.
\yr 2013
\vol 25
\issue 7
\pages 48--58
\mathnet{http://mi.mathnet.ru/mm3381}
\mathscinet{http://www.ams.org/mathscinet-getitem?mr=3185047}


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  • Математическое моделирование
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