• DocumentCode
    1152615
  • Title

    Ship Detection Using Polarization Cross-Entropy

  • Author

    Chen, Jiong ; Chen, Yilun ; Yang, Jian

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
  • Volume
    6
  • Issue
    4
  • fYear
    2009
  • Firstpage
    723
  • Lastpage
    727
  • Abstract
    In this letter, polarization cross-entropy is introduced based on the eigendecomposition of the polarimetric coherence matrix. Then, the new parameter is employed for ship detection. From experimental results, it is derived that the distribution of the polarization cross-entropy in ocean regions can be well approximated by a generalized exponential distribution. Then, a constant-false-alarm-rate ship-detection method is proposed based on the distribution of the polarization cross-entropy. Using experimental results, the authors demonstrate the effectiveness of the new method in ship detection.
  • Keywords
    approximation theory; eigenvalues and eigenfunctions; electromagnetic wave polarisation; entropy; exponential distribution; marine radar; radar polarimetry; ships; synthetic aperture radar; approximation theory; eigendecomposition; exponential distribution; false-alarm-rate ship-detection method; ocean region; polarimetric SAR; polarimetric coherence matrix; polarization cross-entropy; Cross-entropy; detection; polarization;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2009.2024224
  • Filename
    5175395