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
来源
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON VIRTUAL REALITY (ICVR 2018) | 2018年
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
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