Imaging processing based quality control of transversal seams in tetra brik aseptic cartons Tetra brik aseptik kartonlarda enine dikislerin görüntü isleme tabanli kalite kontrol

Adem K., ORHAN U.

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2013.6531591
  • Basıldığı Şehir: Haspolat
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: Image processing, Pixel-based image segmentation, Quality control, Tetra brik aseptic carton package, Transversal seal seams
  • Sivas Cumhuriyet Üniversitesi Adresli: Hayır

Özet

The quality control process of the seal seams at Tetra Brik Aseptic carton package is traditionally performed by specialized workers in liquid food manufacturing businesses. Because it is based on the people, this control process has many drawbacks. In this study, it is aimed to perform the quality control of seal seams at carton package by a computer-Aided system. Pixel-based image segmentation and Multi Layer Neural Network methods were used together, and it is tested on the images of carton packages provided by DIMES company. The results of the presented system were found to be satisfactory, and the recommendations are provided for the future studies. © 2013 IEEE.