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Pregled bibliografske jedinice broj: 839521

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Autori: Hocenski, Željko; Matić, Tomislav; Vidović, Ivan
Naslov: Technology transfer of computer vision defect detection to ceramic tiles industry
( Technology transfer of computer vision defect detection to ceramic tiles industry )
Izvornik: PROCEEDINGS OF 2016 International Conference on Smart Systems and Technologies (SST) / Drago Žagar, Goran Martinović, Snježana Rimac Drlje (ur.). - Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek , 2016. 301-305 (ISBN: 978-1-5090-3718-6).
Skup: 2016 International Conference on Smart Systems and Technologies (SST 2016)
Mjesto i datum: Osijek, Hrvatska, 12-14.10.2016.
Ključne riječi: biscuit ceramic tile ; computer vision station ; defect detection ; prototype ; real-time
( biscuit ceramic tile ; computer vision station ; defect detection ; prototype ; real-time )
Sažetak:
Visual inspection is carried out manually in ceramic tile industry in Croatia using specially trained and skilled workers. Currently in industry biscuit and crude tiles are not visually inspected for defects. Fatigue, illness and other subjective factors significantly influence workers percentage of found defects and classification quality. In this paper we present a prototype computer vision station (CVS) for real-time biscuit tile defects detection. CVS is a result of an FP7 project. Prototype is mounted on a production conveyor line before the kiln. MFC (Microsoft Foundation Class) based GUI application is created and all developed algorithms are implemented in C++ language using OpenCV and Nvidia CUDA libraries. System hardware is based on core i7 CPU and Nvidia GTX960 GPU. Preliminary results show maximum execution time below 900 ms and defect detection efficiency of 98%.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: TETRACOM - Computer Vision Station Prototype for Biscuit Tiles Quality Control
Izvorni jezik: eng
Kategorija: Znanstveni
Znanstvena područja:
Elektrotehnika,Računarstvo
Upisao u CROSBI: Tomislav Matić (tomislav.matic1@etfos.hr), 18. Lis. 2016. u 12:12 sati



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