• DocumentCode
    3032317
  • Title

    Research on the Pre-processing Method of Automatic Reading Water Meter System

  • Author

    Zhang, Zhijia ; Li, Yuan

  • Author_Institution
    Comput. Vision Group, Shenyang Univ. of Technol., Shenyang, China
  • Volume
    3
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    549
  • Lastpage
    553
  • Abstract
    Automatic reading system for water meter has been widely used in water supply industries and the method of print wheel region and pointers location is the key technology to automatic reading for water meter. Currently, main problems that affect print wheel region and pointers location of water meter are the complicated background of dial images, interfering information similar to pointers and the tilting situation with arbitrary angles. Aiming at above problems, a new algorithm of print wheel region and pointers location based on Fourier transform is raised in this essay. Firstly, edge detection and mathematical morphology processing are used to filter effective region. Then, it takes advantage of fast Fourier transform to detect tilting angle of dial image and corrects the tilting dial image. Finally, accurately extract the region of print wheel according to horizontal and vertical integral projection operator, and extract the pointers according to the distribution and circularity of pointers. The algorithm can locate the print wheel region and pointers accurately with little computation. It shortens automatic reading system´s running time effectively and has great significance to the real-time automatic reading system.
  • Keywords
    edge detection; fast Fourier transforms; mathematical morphology; water meters; water supply; automatic reading water meter system; dial images; edge detection; fast Fourier transform; mathematical morphology processing; preprocessing method; print wheel region; water supply industries; Automatic meter reading; Computer industry; Computer vision; Fourier transforms; Image edge detection; Image enhancement; Information filtering; Information filters; Morphology; Wheels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.154
  • Filename
    5376813