Multiresolution target detection in SAR imagery

Published

Conference Paper

We demonstrate the utility of a multiresolution approach for target detection in SAR imagery. Man-made objects exhibit characteristic phase and amplitude fluctuations as the image resolution is varied, while natural terrain has a random signature. We construct a number of detection strategies: an optimal invariant multiresolution detector based on a derived multiresolution increments process; and a generalized likelihood ratio detector to differentiate between a first-order autoregressive multiresolution increments process and white noise. We show that these schemes significantly outperform a standard energy detector operating on the finest available SAR resolution.

Duke Authors

Cited Authors

  • Subotic, NS; Collins, LM; Gorman, JD; Thelen, BJ

Published Date

  • January 1, 1995

Published In

Volume / Issue

  • 4 /

Start / End Page

  • 2157 - 2160

International Standard Serial Number (ISSN)

  • 0736-7791

Citation Source

  • Scopus