• DocumentCode
    2611019
  • Title

    An automatic interpretation method for LCD images of digital measuring instruments

  • Author

    Liang, Chao ; Yang, Wenming ; Liao, Qingmin

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • Volume
    4
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    1826
  • Lastpage
    1829
  • Abstract
    A new automatic interpretation method for the Liquid Crystal Display (LCD) images of digital measuring instruments is proposed in this paper. The original image is down sampled to extract the edge of the LCD, which is utilized to locate the LCD region including the characters automatically. Subsequently, a group of multi-scale convolution masks are applied to deal with the LCD area in order to extract strokes of the characters. Finally, the characters are recognized according to the structural features, which are generated by using the lines to pass through the strokes of the characters. The experiment results prove the high robustness, high recognition accuracy and high running speed of the proposed method, which can meet the requirements in calibrating digital measuring instruments with LCD.
  • Keywords
    image recognition; image segmentation; liquid crystal displays; LCD images; automatic interpretation method; digital measuring instruments; high recognition accuracy; high robustness; high running speed; liquid crystal display images; multi scale convolution masks; Calibration; Character recognition; Convolution; Image edge detection; Image segmentation; Instruments; Character localtion; Character recognition; Multi-resolution image segmentation; Multi-scale masks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6100623
  • Filename
    6100623