Multi-line signal change detection for image segmentation with application in the ceramic tile industry (CROSBI ID 293947)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Sušac, Filip ; Matić, Tomislav ; Aleksi, Ivan ; Keser, Tomislav
engleski
Multi-line signal change detection for image segmentation with application in the ceramic tile industry
In the ceramic industry, quality control is performed using visual inspection in three different product stages: green, biscuit, and the final ceramic tile. To develop a real-time computer visual inspection system, the necessary step is successful tile segmentation from its background. In this paper, a new statistical Multi-Line Signal Change Detection (MLSCD) segmentation method based on signal change detection (SCD) method is presented. Through experimental results on seven different ceramic tile image sets, MLSCD performance is analyzed and compared with the SCD method. Finally, recommended parameters are proposed for optimal performance of the MLSCD method
segmentation ; edge detection ; biscuit tile ; image processing ; visual inspection ; ceramic industry
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Podaci o izdanju
69 (3)
2021.
e137121
11
objavljeno
0239-7528
2300-1917
10.24425/bpasts.2021.137121