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Pregled bibliografske jedinice broj: 1124193

Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry


Sušac, Filip; Matić, Tomislav; Aleksi, Ivan; Keser, Tomislav
Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry // Bulletin of the Polish Academy of Sciences- Technical Sciences (2021) doi:10.24425/bpasts.2021.137121 (znanstveni, prihvaćen)


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

Vrsta, podvrsta
Radovi u časopisima, znanstveni

Izvornik
Bulletin of the Polish Academy of Sciences- Technical Sciences (2021)

Status rada
Prihvaćen

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 ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Tomislav Keser (autor)

Avatar Url Ivan Aleksi (autor)

Avatar Url Filip Sušac (autor)

Avatar Url Tomislav Matić (autor)

doi

Citiraj ovu publikaciju

Sušac, Filip; Matić, Tomislav; Aleksi, Ivan; Keser, Tomislav
Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry // Bulletin of the Polish Academy of Sciences- Technical Sciences (2021) doi:10.24425/bpasts.2021.137121 (znanstveni, prihvaćen)
Sušac, F., Matić, T., Aleksi, I. & Keser, T. (2021) Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry. Prihvaćen za objavljivanje u Bulletin of the Polish Academy of Sciences- Technical Sciences. [Preprint] doi:10.24425/bpasts.2021.137121.
@unknown{unknown, year = {2021}, DOI = {10.24425/bpasts.2021.137121}, keywords = {segmentation, edge detection, biscuit tile, image processing, visual inspection, ceramic industry}, journal = {Bulletin of the Polish Academy of Sciences- Technical Sciences}, doi = {10.24425/bpasts.2021.137121}, title = {Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry}, keyword = {segmentation, edge detection, biscuit tile, image processing, visual inspection, ceramic industry} }
@unknown{unknown, year = {2021}, DOI = {10.24425/bpasts.2021.137121}, keywords = {segmentation, edge detection, biscuit tile, image processing, visual inspection, ceramic industry}, journal = {Bulletin of the Polish Academy of Sciences- Technical Sciences}, doi = {10.24425/bpasts.2021.137121}, title = {Multi-Line Signal Change Detection for image segmentation with application in the ceramic tile industry}, keyword = {segmentation, edge detection, biscuit tile, image processing, visual inspection, ceramic industry} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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