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January 1, 1997IEEE Transactions on Aerospace and Electronic Systems193 citations

Effects of polarization and resolution on SAR ATR

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LNL.M. NovakScientific Systems (United States)SHS.D. HalversenRTX (United States)GOG.J. OwirkaBAE Systems (United States)

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Abstract

Lincoln Laboratory is investigating the detection and classification of stationary ground targets using high resolution, fully polarimetric, synthetic aperture radar (SAR) imagery. A study is summarized in which data collected by the Lincoln Laboratory 33 GHz SAR were used to perform a comprehensive comparison of automatic target recognition (ATR) performance for several polarization/resolution combinations. The Lincoln Laboratory baseline ATR algorithm suite was used, and was optimized for each polarization/resolution case. Both the HH polarization alone and the optimal combination of HH, HV, and VV were evaluated; the resolutions evaluated were 1 ft/spl times/1 ft and 1 m/spl times/1 m. The data set used for this study contained approximately 74 km/sup 2/ of clutter (56 km/sup 2/ of mixed clutter plus 18 km/sup 2/ of highly cultural clutter) and 136 tactical target images (divided equally between tanks and howitzers).

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Cite This Study

Novak et al. (1997) studied this question.

synapsesocial.com/papers/6a1f4078c333d7dc9c233185https://doi.org/10.1109/7.570713
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