Image processing based quality control of the impermeable seams in multilayered aseptic packages

作者：

Highlights：

• We propose an approach to detect unsteady seams in multilayered aseptic packages.

• It is the first study on quality control of impermeable seams.

• Segmentation and edge detection are evaluated on longitudinal and transverse seams.

• One feature extracted from images is classified by linear regression and SVM.

• The proposed system can overlook an unsteady packet only once in a 96 years.

摘要

•We propose an approach to detect unsteady seams in multilayered aseptic packages.•It is the first study on quality control of impermeable seams.•Segmentation and edge detection are evaluated on longitudinal and transverse seams.•One feature extracted from images is classified by linear regression and SVM.•The proposed system can overlook an unsteady packet only once in a 96 years.

论文关键词：Canny edge detection,Image processing,Pixel based image segmentation,Quality control,Impermeable seams,Multilayered aseptic package

论文评审过程：Available online 5 January 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.12.045