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Computer Vision Station Prototype for Biscuit Tiles Quality Control


Hocenski, Željko; Matić, Tomislav; Vidović, Ivan
Computer Vision Station Prototype for Biscuit Tiles Quality Control // Fifth Croatian Computer Vision Workshop (CCVW 2016)
Osijek, Hrvatska, 2016. (poster, nije recenziran, neobjavljeni rad, znanstveni)


Naslov
Computer Vision Station Prototype for Biscuit Tiles Quality Control

Autori
Hocenski, Željko ; Matić, Tomislav ; Vidović, Ivan

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, neobjavljeni rad, znanstveni

Skup
Fifth Croatian Computer Vision Workshop (CCVW 2016)

Mjesto i datum
Osijek, Hrvatska, 11.10.2016

Vrsta sudjelovanja
Poster

Vrsta recenzije
Nije recenziran

Ključne riječi
Biscuit tiles; Computer Vision Station; Prototype; Quality Control

Sažetak
Quality inspection in ceramic tiles industry is usually done on ceramic tiles while biscuit and crude tiles are often not visually inspected for defects. Visual inspection of crude or/and biscuit tiles provides opportunities for numerous savings, including energy, time and other costs. A prototype computer vision station (CVS) for real-time biscuit tile defects detection is developed on Faculty of Electrical Engineering, Computer Science and Information Technology Osijek within the Tetracom FP7 project “CVS - Computer Vision Station Prototype for Biscuit Tiles Quality Control”. The developed prototype consists of hardware (LED light system, area-scan camera, parallel processing unit, digital I/O interface and tile arrival sensor) and MFC based GUI application with algorithms implemented in C++ language using OpenCV and Nvidia CUDA libraries. Edge and corner defects detection algorithms are based on contour tracing while surface defects detection algorithms are based on statistical comparison with template. Preliminary testing results on 520 biscuit tiles show that CVS correctly classifies 98.65% of tested tiles.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek