Optimization Application of Packaging Design Based on CAD and Machine Vision

被引:0
作者
Liu H. [1 ]
Liu D. [2 ]
机构
[1] College of Communication and Art Design, University of Shanghai for Science and Technology, Shanghai
[2] School of Humanities, Dalian University of Technology, Dalian
来源
Computer-Aided Design and Applications | 2024年 / 21卷 / S15期
关键词
CAD; Machine Vision; Packaging Design;
D O I
10.14733/cadaps.2024.S15.244-260
中图分类号
学科分类号
摘要
The integration of computer-aided design (CAD) and machine vision has brought unprecedented convenience and accuracy to packaging design, enabling designers to create packaging designs that meet market demands in a more efficient and precise manner. This article proposes a method that combines CAD and machine vision, which not only optimizes packaging images but also creates packaging design models based on the optimized images, achieving technological synergy. The results show that this algorithm can simplify the model while maintaining its key features and improving computational efficiency. By deblurring, designers can be provided with clearer and more accurate visual information, thereby improving design efficiency. The subjective rating of the designer confirms the superiority of the product packaging CAD system constructed in this article in terms of performance. This research achievement is of great significance for promoting the innovative development of packaging design, enhancing design efficiency, improving designer experience, and providing new possibilities for future progress in the field of packaging design. © 2024 U-turn Press LLC.
引用
收藏
页码:244 / 260
页数:16
相关论文
共 50 条
  • [21] Design and Test of a Sorting Device Based on Machine Vision
    Zhou, Kai
    Meng, Zhiwei
    He, Mingyang
    Hou, Jialin
    Li, Tianhua
    IEEE ACCESS, 2020, 8 (08): : 27178 - 27187
  • [22] Application of machine vision based on genetic algorithm in image painting style method and image processing optimization
    Jin, Xin
    SOFT COMPUTING, 2023,
  • [23] Optimization modeling and application of machine vision-based robot roller hemming for autobody panels with adhesive
    Li, Mozhi
    Zhu, Wenfeng
    Wang, Shunchao
    Sun, Haitao
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 135 (3-4) : 1851 - 1864
  • [24] Automatic design of machine vision lens based on the combination of particle swarm optimization and damped least squares
    Zhang, Jiajun
    Cen, Zhaofeng
    Li, Xiaotong
    OPTICAL DESIGN AND TESTING X, 2020, 11548
  • [25] Application of Intelligent Building Design Combining CAD Technology and Machine Learning Models
    Wu N.
    Ye Z.
    Computer-Aided Design and Applications, 2024, 21 (S27): : 29 - 43
  • [26] Optimization of low-energy building interior design based on machine vision: Environmental thermal energy conduction and layout design
    Hu, Ying
    Wang, Xinmin
    Xu, Zhenli
    Yuan, Lyu
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2025, 57
  • [27] A novel IoT based machine vision system for on-machine diameter measurement and optimization
    Zende, Rohit
    Pawade, Raju
    ENGINEERING RESEARCH EXPRESS, 2023, 5 (04):
  • [28] Application of machine vision for tool condition monitoring and tool performance optimization–a review
    Tiyamike Banda
    Ali Akhavan Farid
    Chuan Li
    Veronica Lestari Jauw
    Chin Seong Lim
    The International Journal of Advanced Manufacturing Technology, 2022, 121 : 7057 - 7086
  • [29] Cluster optimization and algorithm design for machine vision in industrial robot control systems
    Guo, Linyang
    Yang, Runxian
    Tang, Mingjun
    Ma, Xiaoyan
    Wang, Lixia
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [30] Simulation process for the design and optimization of a machine vision system for specular surface inspection
    Seulin, R
    Bonnot, N
    Merienne, F
    Gorria, P
    MACHINE VISION AND THREE-DIMENSIONAL IMAGING SYSTEMS FOR INSPECTION AND METROLOGY II, 2002, 4567 : 129 - 140