• DocumentCode
    694315
  • Title

    Research on automatic reading recognition of index instruments based on computer vision

  • Author

    Qi Wang ; Yuansheng Fang ; Wenlong Wang ; Mei Wu ; Rui Wang ; Yanjun Fang

  • Author_Institution
    Electr. Power Res. Inst., Guangdong Power Grid Corp., Guangzhou, China
  • fYear
    2013
  • fDate
    12-13 Oct. 2013
  • Firstpage
    10
  • Lastpage
    13
  • Abstract
    Automatic reading recognition of index instruments based on computer vision is studied in this paper according to the precision demand of the calibration system. The panel center can be obtained by the total least squares method. Then the skeleton of the pointer can be obtained with the panel center known. At last, an improved angle method based on the angle method and the distance method is proposed to recognize the gauge reading. The process of obtaining the panel center and the skeleton of the pointer produces a precise outcome and a small amount of calculation, while the improved angle method combines the advantages of the angle method and those of the distance method to increase the precision further.
  • Keywords
    calibration; computer vision; computerised instrumentation; gauges; image recognition; least squares approximations; automatic reading recognition; calibration system; computer vision; distance method; gauge reading; improved angle method; index instruments; panel center; pointer skeleton; precision demand; total least squares method; Calibration; Computer vision; Equations; Instruments; Least squares methods; Mathematical model; Skeleton; computer vision; improved angle method; index instruments; the total least squares method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
  • Conference_Location
    Dalian
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2013.6967053
  • Filename
    6967053