• DocumentCode
    3203127
  • Title

    A Hough transform-based method for fast detection of fixed period sinusoidal curves in images

  • Author

    Changchun, Zou ; Ge, Shi

  • Author_Institution
    Sch. of Earth & Space Sci., Peking Univ., Beijing, China
  • Volume
    1
  • fYear
    2002
  • fDate
    26-30 Aug. 2002
  • Firstpage
    909
  • Abstract
    The paper deals with research on detecting a kind of fixed period sinusoidal curve in images. A novel method based on the Hough transform is proposed for the purpose, which proceeds on two stages. The first stage locates the baselines of sinusoidal curves using a voting process. The second stage determines the amplitude and original phase of the curve corresponding to a baseline position using a 2D Hough transform. Experimental results are given for synthetic images with and without noise. Compared to the standard Hough transform, this method reduces computer storage and computation significantly, and saves much more time.
  • Keywords
    Hough transforms; feature extraction; image processing; random noise; 2D Hough transform; curve detection; fixed period sinusoidal curves; noise; synthetic images; voting process; Application software; Drilling; Geoscience; Image analysis; Image converters; Noise robustness; Petroleum; Phase detection; Surface cracks; Voting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2002 6th International Conference on
  • Print_ISBN
    0-7803-7488-6
  • Type

    conf

  • DOI
    10.1109/ICOSP.2002.1181204
  • Filename
    1181204