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Pregled bibliografske jedinice broj: 482198

Zbornik radova

Autori: Matić, Tomislav; Hocenski, Željko
Naslov: Parallel Processing with CUDA in Ceramic Tiles Classification
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.) (ur.). - 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.
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.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 165-0361621-2000, 165-0362980-2002
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Upisao u CROSBI: hoc@etfos.hr (hoc@etfos.hr), 19. Ruj. 2010. u 23:57 sati



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