• DocumentCode
    1590356
  • Title

    Reading recognition method of analog measuring instruments based on improved hough transform

  • Author

    Jiale, Han ; En, Li ; Bingjie, Tao ; Ming, Lv

  • Author_Institution
    Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • Volume
    3
  • fYear
    2011
  • Firstpage
    337
  • Lastpage
    340
  • Abstract
    To effectively resolve the automatic recognition problem of analog measuring instruments, a reading recognition method based on improved Hough transformation is proposed. Firstly, the paper presents the image preprocessing operation. In order to make the image filtering better, an improved adaptive median filter method is adopted. Secondly, we explains in detail the recognition principle for the pointer angle using the improved Hough transform. And the pointer´s reading is got using the linear relationship between scale and angle of instrument dial revolutionary. In order to further improve the recognition accuracy, as to the situation that pointer completely coincides with the whole tick, late correction will be done. Finally, the automatic recognition software is written in VC++6.0 IDE, and complete the recognition experiment for the AC voltmeter. The experimental results show that the method is very valid for the pointer angle recognition. In addition, the advantages of this study are as following: simple algorithm, good real-time and high precision.
  • Keywords
    Hough transforms; adaptive filters; image processing; instruments; median filters; adaptive median filter method; analog measuring instruments; automatic recognition problem; image preprocessing operation; improved Hough transform; linear relationship; pointer angle recognition; reading recognition method; Accuracy; Image edge detection; Instruments; Maximum likelihood detection; Nonlinear filters; Transforms; analog measuring instruments; improved Hough transform; late correction; reading recognition; vc++6.0;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-8158-3
  • Type

    conf

  • DOI
    10.1109/ICEMI.2011.6037919
  • Filename
    6037919