Natural Hazards and Earth System Sciences (Feb 2015)

Brief Communication: Contrast-stretching- and histogram-smoothness-based synthetic aperture radar image enhancement for flood map generation

  • F. Nazir,
  • M. M. Riaz,
  • A. Ghafoor,
  • F. Arif

DOI
https://doi.org/10.5194/nhess-15-273-2015
Journal volume & issue
Vol. 15, no. 2
pp. 273 – 276

Abstract

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Synthetic-aperture-radar-image-based flood map generation is usually a challenging task (due to degraded contrast). A three-step approach (based on adaptive histogram clipping, histogram remapping and smoothing) is proposed for generation of a more visualized flood map image. The pre- and post-flood images are adaptively histogram equalized. The hidden details in difference image are enhanced using contrast-based enhancement and histogram smoothing. A fast-ready flood map is then generated using equalized pre-, post- and difference images. Results (evaluated using different data sets) show significance of the proposed technique.