Title :
Imaging processing based quality control of transversal seams in Tetra Brik Aseptic cartons
Author :
Adem, K. ; Orhan, Umut
Author_Institution :
Mekatronik Muhendisligi Bolumu, Gaziosmanpasa Univ., Tokat, Turkey
Abstract :
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.
Keywords :
food manufacturing; image segmentation; multilayer perceptrons; packaging; production engineering computing; quality control; Tetra Brik Aseptic carton package; computer-aided system; imaging processing; liquid food manufacturing business; multilayer neural network method; pixel-based image segmentation; quality control; seal seam; transversal seam; Fabrics; Mathematical model; Process control; Quality control; Seals; Weaving; Tetra Brik Aseptic carton package; image processing; pixel-based image segmentation; quality control; transversal seal seams;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location :
Haspolat
Print_ISBN :
978-1-4673-5562-9
Electronic_ISBN :
978-1-4673-5561-2
DOI :
10.1109/SIU.2013.6531591
