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Proceedings Paper

Templates with lower mean square error for ATR
Author(s): Raj K. Bhatnagar; Robert L. Williams
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Paper Abstract

Many automatic target recognition systems work by matching test profiles against profile templates from various parts of the targets. These templates are generally constructed for uniform-width sub-targets constructed out of the targets being considered. In this paper we present a heuristic search based algorithm for constructing optimal-sized sub- targets which may be of varying widths. We show the improvements that ar obtained by constructing templates for sub-targets identified by the search algorithm. The reduction in mean square errors is reported and also the performance of two classification test runs.

Paper Details

Date Published: 28 July 1997
PDF: 9 pages
Proc. SPIE 3070, Algorithms for Synthetic Aperture Radar Imagery IV, (28 July 1997); doi: 10.1117/12.281565
Show Author Affiliations
Raj K. Bhatnagar, Univ. of Cincinnati (United States)
Robert L. Williams, Air Force Wright Lab. (United States)

Published in SPIE Proceedings Vol. 3070:
Algorithms for Synthetic Aperture Radar Imagery IV
Edmund G. Zelnio, Editor(s)

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