• DocumentCode
    467780
  • Title

    A Skew Distortion Correction Method for 2D Bar Code Images Based on Vanishing Points

  • Author

    Xu, Xiao-wei ; Wang, Zhi-Yan ; Zhang, Yan-qing ; Liang, Ying-hong

  • Author_Institution
    Univ. of Technol., Guangzhou
  • Volume
    3
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    1652
  • Lastpage
    1656
  • Abstract
    The skew distortion is the crucial problem that influences the procession for the 2D bar code image recognition. However, as a result of the skew distortion, the vanishing points provide valuable information concerning the camera model used to capture the image. In this paper, a robust and fast algorithm for skew distortion correction in 2D bar code images based on vanishing points is put forward. This method includes three steps: detecting vanishing points in an image, calibrating camera model coefficients and correcting skew distortion. Experimental results show this method performs well and increases the recognition rate.
  • Keywords
    bar codes; cameras; distortion; image recognition; 2D bar code image recognition; camera model coefficient calibration; image capturing; skew distortion correction method; vanishing point detection; Calibration; Cameras; Computer science; Cybernetics; Image recognition; Least squares methods; Machine learning; Nonlinear distortion; Rate distortion theory; Robustness; 2D bar code; Camera calibration; Skew distortion correction; Skew distortion detection; Vanishing points;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370412
  • Filename
    4370412