Application of Image Processing technology in Industrial Products Measurement

被引:0
|
作者
Feng, Chong [1 ]
Wang, Fen [1 ]
机构
[1] Shandong Lab Vocat & Tech Coll, Jinan, Shandong, Peoples R China
关键词
Image processing; Products detection; feature parameters; chain codes table; line segment table;
D O I
10.1145/3198910.3234653
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the drawbacks of traditional manual measurement of industrial products, this essay put forward an approach of measurement based on computer vision technology. According to the requirements, the camera timing aims at the production line to take photographs of the products from different angles. Firstly, this essay conducted some pre-treatments, such as denoising, smoothing and so on, and then tracked the outline of the image based on the chain codes table and line segment table to get border and region information of all the closed regions, thus computed the geometrical shape feature parameters of the image, such as area, perimeter, shape factor, the center of gravity and circum-rectangular. The above experiments show that precision of this method is 100%. It is suitable for real-time detection and provides the basic for further research on the fully-automated detection of products.
引用
收藏
页码:74 / 78
页数:5
相关论文
共 50 条
  • [1] THE APPLICATION OF IMAGE-PROCESSING TECHNOLOGY TO INDUSTRIAL AUTOMATION
    EJIRI, M
    KASHIOKA, S
    UEDA, H
    COMPUTERS IN INDUSTRY, 1984, 5 (02) : 107 - 113
  • [2] Industrial Measurement Technology – The Basis for Automation in Processing Technology
    Zöbisch, Stefan
    BHM Berg- und Huttenmannische Monatshefte, 2011, 156 (06): : 227 - 229
  • [3] Application of Image Processing and Recognition Technology on The Automatic Test Platform of Electronic Products
    Cheng, Yanhua
    Lu, Jingli
    Cheng, Sheng
    Zhang, Jianwei
    2014 INTERNATIONAL CONFERENCE ON MANIPULATION, MANUFACTURING AND MEASUREMENT ON THE NANOSCALE (3M-NANO), 2014, : 86 - 89
  • [4] Image processing and parameters measurement of internal taper thread based on industrial CT technology
    Liu, QM
    Wang, LS
    Chen, XW
    Cui, Z
    PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2004, : 342 - 347
  • [5] Application of subdivision technology in industrial measurement
    Zheng, LH
    Li, YZ
    Yang, LF
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 2881 - 2884
  • [6] Application of the Measurement Method of Building Surface Cracks Based on Image Processing Technology
    Wang, Zhenzhou
    IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2024, 27 (03) : 8 - 12
  • [7] An Application of Image Processing Technology in Aquaculture
    Babazaki Y.
    Kikuchi K.
    Kawano Y.
    Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, 2020, 74 (01): : 108 - 111
  • [8] Application of image processing technology in INC
    Yu, Tao
    Liu, Tan
    Wang, Wenbin
    Yang, Shuzhen
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 6203 - +
  • [9] Progress in industrial application of image processing in Japan
    Hara, Y
    INTERNATIONAL JOURNAL OF THE JAPAN SOCIETY FOR PRECISION ENGINEERING, 1998, 32 (02): : 75 - 80
  • [10] SKIN TECHNOLOGY - INDUSTRIAL APPLICATION OF SPACE PROCESSING
    SPRENGER, H
    ERBEN, E
    WORTMANN, J
    SCHWEITZER, K
    ACTA ASTRONAUTICA, 1978, 5 (09) : 625 - 635