• DocumentCode
    2195352
  • Title

    A filter for homogeneous areas in very high resolution SAR images based on hysteresis smoothing

  • Author

    Anahara, Takuma ; Schmitt, Michael ; Tamura, Masayuki

  • Author_Institution
    Dept. of Civil & Earth Resources Eng., Kyoto Univ., Kyoto, Japan
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    3588
  • Lastpage
    3591
  • Abstract
    Hysteresis smoothing is a filtering method for one-dimensional data, which removes waveform noise with a simple but powerful process. Although it may be applied in two-dimensional data, an inherent problem of severe artifacts makes it difficult to use this method on SAR imagery. In this paper, we take notice of a property appeared when hysteresis smoothing works well on homogeneous areas. We propose a simple rule to exploit this advantage without losing the merits of the original approach. The effectiveness of our approach is demonstrated quantitatively and qualitatively with simulated and real Ku-band SAR data.
  • Keywords
    filtering theory; radar imaging; synthetic aperture radar; filtering method; homogeneous areas; hysteresis smoothing; one-dimensional data; two-dimensional data; very high resolution SAR images; waveform noise; Digital filters; Hysteresis; Image edge detection; Noise; Smoothing methods; Synthetic aperture radar; Ku-band; filters; floods; hysteresis smoothing; very high resolution SAR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6350641
  • Filename
    6350641