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Journal of the Optical Society of America A

Journal of the Optical Society of America A

| OPTICS, IMAGE SCIENCE, AND VISION

  • Vol. 20, Iss. 1 — Jan. 1, 2003
  • pp: 32–39

Statistical–physical model for foliage clutter in ultra-wideband synthetic aperture radar images

Amit Banerjee and Rama Chellappa  »View Author Affiliations


JOSA A, Vol. 20, Issue 1, pp. 32-39 (2003)
http://dx.doi.org/10.1364/JOSAA.20.000032


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Abstract

Analyzing foliage-penetrating (FOPEN) ultra-wideband synthetic aperture radar (SAR) images is a challenging problem owing to the noisy and impulsive nature of foliage clutter. Indeed, many target-detection algorithms for FOPEN SAR data are characterized by high false-alarm rates. In this work, a statistical–physical model for foliage clutter is proposed that explains the presence of outliers in the data and suggests the use of symmetric alpha-stable (SαS) distributions for accurate clutter modeling. Furthermore, with the use of general assumptions of the noise sources and propagation conditions, the proposed model relates the parameters of the SαS model to physical parameters such as the attenuation coefficient and foliage density.

© 2003 Optical Society of America

OCIS Codes
(100.0100) Image processing : Image processing
(280.0280) Remote sensing and sensors : Remote sensing and sensors

History
Original Manuscript: May 20, 2001
Revised Manuscript: June 27, 2002
Manuscript Accepted: June 28, 2002
Published: January 1, 2003

Citation
Amit Banerjee and Rama Chellappa, "Statistical–physical model for foliage clutter in ultra-wideband synthetic aperture radar images," J. Opt. Soc. Am. A 20, 32-39 (2003)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-20-1-32

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