• DocumentCode
    3370292
  • Title

    The application of computer vision algorithms in touching characters recognition of industry products

  • Author

    You, Fu-cheng ; Lu, Li-kun

  • Author_Institution
    Inf. & Mech. Eng. Sch., Beijing Inst. of Graphic Commun., Beijing, China
  • fYear
    2010
  • fDate
    26-28 June 2010
  • Firstpage
    523
  • Lastpage
    527
  • Abstract
    Industry products in production line need to be printed characters on them. In order to prevent the mistakes of printed characters, the computer vision system is commonly used to recognize the characters on products. Conventional segmentation method cannot correctly separate the characters under the condition of touching characters. In this paper a new method is proposed, which rotates the character image to the horizontal position, and uses the opening operation of morphology to cut the touching characters. Good segmentation and recognition results of characters have been got in experiments.
  • Keywords
    character recognition; computer vision; image segmentation; production engineering computing; production management; computer vision; image segmentation; industry products; printed characters; touching characters recognition; Application software; Cameras; Character recognition; Computer graphics; Computer industry; Computer vision; Image segmentation; Light sources; Mechanical engineering; Production; character recognition; character segmentation; computer vision; neural network; opening operation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-7737-1
  • Type

    conf

  • DOI
    10.1109/MACE.2010.5536856
  • Filename
    5536856