Issue |
Matériaux & Techniques
Volume 111, Number 4, 2023
|
|
---|---|---|
Article Number | 401 | |
Number of page(s) | 6 | |
Section | Corrosion - Anticorrosion | |
DOI | https://doi.org/10.1051/mattech/2023023 | |
Published online | 06 October 2023 |
Original Article
The application of various papercutting elements in packaging design
School of Preschool Education, Chongqing Vocational College of Applied Technology, Chongqing, Hechuan 401520, PR China
* e-mail: pxu755222@163.com
Received:
17
May
2023
Accepted:
15
July
2023
Outstanding packaging design can improve the attractiveness of products and thus increase their competitiveness in the market. This article incorporated traditional papercutting into packaging design and conducted a case analysis of the designed packaging scheme. In the analysis process, the Analytic Hierarchy Process (AHP) was applied to construct the evaluation structure, and a Convolutional Neural Network (CNN) was used to conduct preliminary evaluations of the design scheme. Further analysis was then carried out based on the direction indicated by the preliminary evaluation. The results suggested that the CNN algorithm had better evaluation performance compared to the back-propagation neural network and support vector machine algorithms. The comparison between the CNN evaluation results and the manual evaluation results further confirmed the evaluation performance of the CNN algorithm. The integration of papercutting elements in the packaging design effectively enhanced the visibility and attractiveness of the packaging.
Key words: papercutting / packaging design / convolutional neural network / analytic hierarchy process
© SCF, 2023
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.