• DocumentCode
    2629123
  • Title

    Stamped character recognition method using range image

  • Author

    Horiuchi, T. ; Toraichi, K. ; Yamada, H. ; Yamamoto, K.

  • Author_Institution
    Wisdom Syst. Lab., Tsukuba Univ., Ibaraki, Japan
  • fYear
    1993
  • fDate
    20-22 Oct 1993
  • Firstpage
    782
  • Lastpage
    785
  • Abstract
    A new method for stamped character recognition is proposed. Conventional techniques have used a camera to observe the characters and get the image as a gray-level. However, it has been difficult to get an exact image, because gray-level noise occurs at some distortion around the characters, which makes a shadow on the characters, and also at these parts of stamped surface which are dirty or painted. The approach presented can solve these problems by using a range finder system as the observation system. The method observes the stamped characters as range image. The authors compare the characteristics of a range image to the characteristics of a gray-level image, especially about the noise, and show a noise reduction method for range images. Also, the performance is verified by an experiment
  • Keywords
    automatic optical inspection; distance measurement; image enhancement; noise; optical character recognition; dirty surface; distortion; gray-level noise; noise reduction method; painted surface; performance; range finder system; range image; shadow; stamped character recognition; Cameras; Character generation; Character recognition; Engineering profession; Image recognition; Noise generators; Noise reduction; Painting; Production; Shape measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 1993., Proceedings of the Second International Conference on
  • Conference_Location
    Tsukuba Science City
  • Print_ISBN
    0-8186-4960-7
  • Type

    conf

  • DOI
    10.1109/ICDAR.1993.395621
  • Filename
    395621