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Pregled bibliografske jedinice broj: 482198

Parallel Processing with CUDA in Ceramic Tiles Classification


Matić, Tomislav; Hocenski, Željko
Parallel Processing with CUDA in Ceramic Tiles Classification // 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.) (ur.).
Cardiff: Springer Verlag, 2010. str. 300-310 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Parallel Processing with CUDA in Ceramic Tiles Classification

Autori
Matić, Tomislav ; Hocenski, Željko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
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 Verlag, 2010, 300-310

ISBN
978-3-642-15386-0

Skup
KES 2010 14th international conference on knowledge-based and intelligent information & engineering systema

Mjesto i datum
Cardiff, Velika Britanija, 8-10.9.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Image processing; parallel programming; CUDA; ceramic tiles; processing speed up; error detection; quality control

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
165-0361621-2000 - Distribuirano računalno upravljanje u transportu i industrijskim pogonima (Željko Hocenski, )
165-0362980-2002 - Postupci raspoređivanja u samoodrživim raspodijeljenim računalnim sustavima (Goran Martinović, )

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek