Parallel Processing with CUDA in Ceramic Tiles Classification (CROSBI ID 566089)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Matić, Tomislav ; Hocenski, Željko
engleski
Parallel Processing with CUDA in Ceramic Tiles Classification
This paper describes the implementation of an algorithm for surface error detection on ceramic tiles in CUDA (Compute Unified Device Architecture). It compares the differences between the CPU and the GPU algorithm implementation, analyzes the features of CUDA GPU and summarizes the general programming model of CUDA. Paper presents the speed up gained in favor of the GPU algorithm implementation. Implemented algorithm used in this paper written in C is relatively simple, and for test results version for the CPU was made and the GPU version. The results show the speed up of the computation compared with the CPU that increases as the image size increases, with the maximum speed up of 4, 89 times.
image processing; parallel programming; CUDA; ceramic tiles; processing speed up; error detection; quality control
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Podaci o prilogu
300-310.
2010.
objavljeno
Podaci o matičnoj publikaciji
Knowledge-Based and Intelligent Information and Engineering Systems 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I LNAI 6276
Setchi, Rossitza ; Jordanov, Ivan ; Jain, Lakhmi C. (Eds.)
Cardiff: Springer
978-3-642-15386-0
Podaci o skupu
KES 2010 14th international conference on knowledge-based and intelligent information & engineering systema
predavanje
08.09.2010-10.09.2010
Cardiff, Ujedinjeno Kraljevstvo