Pregled bibliografske jedinice broj: 1124193
Multi-line signal change detection for image segmentation with application in the ceramic tile industry
Multi-line signal change detection for image segmentation with application in the ceramic tile industry // Bulletin of the Polish Academy of Sciences-Technical Sciences, 69 (2021), 3; e137121, 11 doi:10.24425/bpasts.2021.137121 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 1124193 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Multi-line signal change detection for image segmentation with application in the ceramic tile industry
Autori
Sušac, Filip ; Matić, Tomislav ; Aleksi, Ivan ; Keser, Tomislav
Izvornik
Bulletin of the Polish Academy of Sciences-Technical Sciences (0239-7528) 69
(2021), 3;
E137121, 11
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
segmentation ; edge detection ; biscuit tile ; image processing ; visual inspection ; ceramic industry
Sažetak
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
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Projekti:
EK-INTERREG_IPA_HR-RS_2014-2020-2017HR-RS135 - SeNs Wetlands-Aktivna senzorska monitorska mreža, procjena zaštite okoline i pametno korištenje močvarnih i ostalih površinskih voda (Keser, Tomislav, EK ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus