• DocumentCode
    1933435
  • Title

    An Approximate Finite Ridgelet Transform Algorithm for SAR Image Segmentation

  • Author

    Li, Ying-qi ; He, Ming-yi ; Li, Cun-xing

  • Author_Institution
    Coll. of Electron. Eng., Northwestern Polytech Univ., Xi´´an
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    The finite ridgelet transform proposed by Donoho has successful application in edge detection and segmentation of images with high-noise, but it has a drawback which is due to annoying "wrap-around" effect to the finite Radon transform. As a result, it may also produce "alias" edges and "holes" in the reconstructed image. In this paper, we present a new finite ridgelet transform based on the "natural straight line", which can overcome the above drawback and implement the inverse discrete Radon transform. At the last, we employ the proposed algorithm for segmenting the synthetic aperture radar (SAR) image and obtain satisfied segmentation result
  • Keywords
    Radon transforms; image segmentation; radar imaging; synthetic aperture radar; SAR image segmentation; edge detection; finite Radon transform; finite ridgelet transform algorithm; image reconstruction; inverse discrete Radon transform; natural straight line; synthetic aperture radar image; wrap-around; Continuous wavelet transforms; Discrete transforms; Discrete wavelet transforms; Hidden Markov models; Image edge detection; Image segmentation; Signal to noise ratio; Synthetic aperture radar; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345697
  • Filename
    4128989