Detail publikačního výsledku

Automated Flaws Detection on Bottles in Food Industry

HORÁK, K.; RICHTER, M.; KALOVÁ, I.

Originální název

Automated Flaws Detection on Bottles in Food Industry

Anglický název

Automated Flaws Detection on Bottles in Food Industry

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper describes visual system for non-contact inspection of glass bottles. The main aim is to detect flaws for rejection of faulty bottles from industrial flow line automatically. Flaws detection and localization is done by means of complex camera system with special image processing algorithms. Defects as a dirt, crack, mildew, remainders of labels etc. form inhomogeneous regions on uniform glass material. These distinctive non-homogeneities are detected in all images of the bottom, neck and side of the each bottle. In addition to mentioned basic image processing methods there is also included pattern recognition sub-system, which is able to distinguish between synthetic patterns (e.g. manufacturer logo) and genuine flaws (e.g. mildew in the bottle).

Anglický abstrakt

This paper describes visual system for non-contact inspection of glass bottles. The main aim is to detect flaws for rejection of faulty bottles from industrial flow line automatically. Flaws detection and localization is done by means of complex camera system with special image processing algorithms. Defects as a dirt, crack, mildew, remainders of labels etc. form inhomogeneous regions on uniform glass material. These distinctive non-homogeneities are detected in all images of the bottom, neck and side of the each bottle. In addition to mentioned basic image processing methods there is also included pattern recognition sub-system, which is able to distinguish between synthetic patterns (e.g. manufacturer logo) and genuine flaws (e.g. mildew in the bottle).

Klíčová slova

flaw, detection, recognition, pattern

Klíčová slova v angličtině

flaw, detection, recognition, pattern

Autoři

HORÁK, K.; RICHTER, M.; KALOVÁ, I.

Rok RIV

2010

Vydáno

25.11.2009

Nakladatel

DAAAM International

Místo

Vienna, Austria 2009

ISBN

978-3-901509-70-4

Kniha

Annals of DAAAM for 2009 & Proceedings of the 20th International DAAAM Symposium

Strany od

133

Strany do

134

Strany počet

2

BibTex

@inproceedings{BUT31085,
  author="Karel {Horák} and Miloslav {Richter} and Ilona {Janáková}",
  title="Automated Flaws Detection on Bottles in Food Industry",
  booktitle="Annals of DAAAM for 2009 & Proceedings of the 20th International DAAAM Symposium",
  year="2009",
  pages="133--134",
  publisher="DAAAM International",
  address="Vienna, Austria 2009",
  isbn="978-3-901509-70-4"
}