GPU computing for scene analysis by their images using random morphology
A. V. Zubyuk
Lomonosov Moscow State University, Faculty of Physics
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.
morphological image analysis, likelihood ratio criteria, parallel computing, GPU computing.
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A. V. Zubyuk, “GPU computing for scene analysis by their images using random morphology”, Matem. Mod., 25:7 (2013), 48–58
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\paper GPU computing for scene analysis by their images using random morphology
\jour Matem. Mod.
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