Journal of South China University of Technology (Natural Science Edition) ›› 2020, Vol. 48 ›› Issue (10): 129-135.doi: 10.12141/j.issn.1000-565X.200013

• Electronics, Communication & Automation Technology • Previous Articles     Next Articles

Reading Recognition Method of Pointer-Type Meter Based on Accurate Scale Localization

XIANG Youjun JIANG Wen RUAN Rongju   

  1. School of Electronic and Information Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2020-01-10 Revised:2020-03-30 Online:2020-10-25 Published:2020-09-14
  • Contact: 向友君(1976-),女,博士,副教授,主要从事图像处理、视频编码研究。 E-mail:yjxiang@scut.edu.cn
  • About author:向友君(1976-),女,博士,副教授,主要从事图像处理、视频编码研究。
  • Supported by:
    Supported by the Natural Science Foundation of Guangdong Province (2018A030313869)

Abstract: In order to solve the problem that the reading recognition of pointer-type oil-level meter is easily affected by the change of shooting angle and illumination conditions,a new method for recognizing the readings based on ac-curate scale location was proposed by considering the characteristics of pointer in the industrial production. It only uses the scale and pointer to calculate the reading of meter. In this method,firstly the images of oil-level meter taken by the patrol robot was preprocessed; then all possible scale areas in the picture were recognized coarsely;and finally the scale was accurately located by fine recognition. In view of the problem that the traditional instru-ment recognition method is hard to solve the relationship between the center of the circle and the center line of the pointer is not certain to be established when the shooting angle is large,this paper adopted an improved method to select the center of the circle. This method is more suitable for the calculation under the influence of the shooting angle change,and can improve the reading accuracy. The experimental results show that the reading accuracy of the instrument obtained by this method is 99. 08% on average,and the algorithm is reliable and stable.

Key words: oil-level meter, pointer-type meter, reading recognition, shooting angle, scale localization

CLC Number: