- Tytuł:
- Multi-line signal change detection for image segmentation with application in the ceramic tile industry
- Autorzy:
-
Sušac, Filip
Matić, Tomislav
Aleksi, Ivan
Keser, Tomislav - Powiązania:
- https://bibliotekanauki.pl/articles/2173520.pdf
- Data publikacji:
- 2021
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
segmentation
edge detection
biscuit tile
image processing
visual inspection
ceramic industry
segmentacja
wykrywanie krawędzi
przetwarzanie obrazu
oględziny
przemysł ceramiczny - Opis:
- 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.
- Źródło:
-
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2021, 69, 3; e137121, 1--11
0239-7528 - Pojawia się w:
- Bulletin of the Polish Academy of Sciences. Technical Sciences
- Dostawca treści:
- Biblioteka Nauki
Artykuł