The Application of Image Processing Techniques in Analysis of Cigarette Packets Surface Defects
- 10.2991/ccit-14.2014.82How to use a DOI?
- Image processing, MATLAB, Surface defect, Feature extraction
In the work of the GDX2 packaging units, commonly appear the defects of BOPP heat-sealing face of the hard small box such as relaxation, wrinkles, bubbles etc. So analyzing the heat sealing defects and has become the primary task to improve the GDX2 packaging units quality. This article based on the Matlab image processing technologies offers image recognition of the defects, and extracts the defects information of the image feature. After statistical analyses of the defect information extracted, the location of the defect concentrating region and the area of the defect region can be determined, and the research shows that the result is basically consistent with the actual distribution of the defects of the side of the hardware package of the small box. By using the image processing technology, the extraction of feature information on the heat sealing defects will be more accurate, and the data information collection of the defect characteristics provides the theoretical basis for analyzing the causes why the defects occur and improving the heat sealing system of the GDX2 packaging machine.
- © 2014, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Yongdong Qu AU - Banggui He AU - Geye Liu PY - 2014/01 DA - 2014/01 TI - The Application of Image Processing Techniques in Analysis of Cigarette Packets Surface Defects BT - Proceedings of the 2014 International Conference on Computer, Communications and Information Technology PB - Atlantis Press SP - 313 EP - 316 SN - 1951-6851 UR - https://doi.org/10.2991/ccit-14.2014.82 DO - 10.2991/ccit-14.2014.82 ID - Qu2014/01 ER -