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Pregled bibliografske jedinice broj: 460819

Časopis

Autori: Keser, Tomislav; Hocenski, Željko; Hocenski, Verica
Naslov: Intelligent Machine Vision System for Automated Quality Control in Ceramic Tiles Industry
( Intelligent Machine Vision System for Automated Quality Control in Ceramic Tiles Industry )
Izvornik: Strojarstvo : časopis za teoriju i praksu u strojarstvu (0562-1887) 52 (2010), 2; 105-114
Vrsta rada: članak
Ključne riječi: Ceramic tiles ; machine vision ; neural networks ; visual inspection ; quality control
( Ceramic tiles ; machine vision ; neural networks ; visual inspection ; quality control )
Sažetak:
Intelligent system for automated visual quality control of ceramic tiles based on machine vision is presented in this paper. The ceramic tiles production process is almost fully and well automated in almost all production stages with exception of quality control stage at the end. The ceramic tiles quality is checked by using visual quality control principles where main goal is to successfully replace man as part of production chain with an automated machine vision system to increase production yield and decrease the production costs. The quality of ceramic tiles depends on dimensions and surface features. Presented automated machine vision system analyzes those geometric and surface features and decides about tile quality by utilizing neural network classifier. Refined methods for geometric and surface features extraction are presented also. The efficiency of processing algorithms and the usage of neural networks classifier as a substitution for human visual quality control are confirmed.
Projekt / tema: 165-0362980-2002, 165-0361621-2000
Izvorni jezik: eng
Rad je indeksiran u
bazama podataka:
Current Contents Connect (CCC)
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Strojarstvo,Temeljne tehničke znanosti
URL Internet adrese: http://hrcak.srce.hr/file/86060?origin%3Dpublication_detail
URL cjelovitog teksta:
Google Scholar: Intelligent Machine Vision System for Automated Quality Control in Ceramic Tiles Industry
Upisao u CROSBI: hoc@etfos.hr (hoc@etfos.hr), 5. Tra. 2010. u 17:10 sati



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