دانلود مقاله ISI انگلیسی شماره 42837
ترجمه فارسی عنوان مقاله

پردازش تصویر کنترل کیفیت بر اساس درزهای نفوذ ناپذیر در بسته های چند لایه اسپتیک

عنوان انگلیسی
Image processing based quality control of the impermeable seams in multilayered aseptic packages
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
42837 2015 5 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 42, Issue 7, 1 May 2015, Pages 3785–3789

ترجمه کلمات کلیدی
تشخیص لبه کنی - پردازش تصویر - تقسیم بندی تصویر بر اساس پیکسل - کنترل کیفیت - درزهای نفوذ ناپذیر - بسته آسپتیک چندلایی
کلمات کلیدی انگلیسی
Canny edge detection; Image processing; Pixel based image segmentation; Quality control; Impermeable seams; Multilayered aseptic package
پیش نمایش مقاله
پیش نمایش مقاله  پردازش تصویر کنترل کیفیت بر اساس درزهای نفوذ ناپذیر در بسته های چند لایه اسپتیک

چکیده انگلیسی

Multilayered aseptic material which guarantees the extended shelf life of liquid foods is turned into an impermeable package by folding packaging machines. Some problems in the machines causes the packages to lose the impermeability property and therefore lead to deterioration of the liquid food. The leak test, which was performed to determine the problem, has been carried out by expert employees. The control process has steps of random selection of the liquid food packages, the opening of it properly, and observing the distribution of the injected ink in the seams by human eye. It is known that this control can cause serious material damage due to the human-based errors. With this study, it was aimed to perform the leak test of seams in multilayered aseptic packages by using a combination of the image processing and classification techniques. Through the data obtained from a real production environment, the experiments were performed and the results were evaluated. As a result, it can be said that the study has a distinctive feature as being the first in its field with its promising results.