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.

UDC: 519.683, 519.226

Received: 19.03.2012

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