• DocumentCode
    2111230
  • Title

    Coastline detection in SAR images using texture analysis in textural or geometrical multi-resolution

  • Author

    Onana, V.P. ; Ngono, J. Mvogo ; Trébossen, H. ; Rudant, J.P. ; Tonye, E.

  • Author_Institution
    Lab. d´´Electronique et de Traitement du Signal, Ecole Polytechnique de Yaounde, Cameroon
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1549
  • Abstract
    A new method is proposed in this paper for coastline extraction which uses the SAR amplitude images, or if available, the interferometric coherence images. This method uses texture analysis based on textural multi-resolution (TMR) or geometrical multi-resolution (GMR), for a fine analysis of coastline. First order texture measures (TM) have been used. In TMR, a series of TM are generated at various textural scales from the original image. In GMR case, a wavelet transform produces a low-resolution approximation of the original image. Consequently, TM are also generated at a suitable low-resolution approximation. A selection of the suitable TM in one or another multi-resolution approach, leads to a good separation of sea and coastal area and reveals coastline. A detection of discontinuities allows then easy extraction of coastline. The obtained results are promising and show a good detection, and a good continuity of coastline. A proposed method has been tested on ERS SAR amplitude and coherence coastal region images of Cameroon, Mauritania and Guyana
  • Keywords
    edge detection; feature extraction; geophysical signal processing; image resolution; image texture; radar imaging; radar resolution; remote sensing by radar; spaceborne radar; synthetic aperture radar; Cameroon; GMR; Guyana; Mauritania; SAR images; TMR; coastline detection; coastline extraction; geometrical multi-resolution; interferometric coherence images; low-resolution; textural multi-resolution; texture analysis; wavelet transform; Coherence; Humans; Image analysis; Image resolution; Image segmentation; Image texture analysis; Radar detection; Sea measurements; Testing; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2001. IGARSS '01. IEEE 2001 International
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    0-7803-7031-7
  • Type

    conf

  • DOI
    10.1109/IGARSS.2001.976907
  • Filename
    976907