Mobile vehicle ATR for a medium resolution SAR

James H. Hughen; Barry A. Kahn; J. Lee Dixon

doi:10.1117/12.243160

14 June 1996 Mobile vehicle ATR for a medium resolution SAR

James H. Hughen, Barry A. Kahn, J. Lee Dixon

Proceedings Volume 2755, Signal Processing, Sensor Fusion, and Target Recognition V; (1996) https://doi.org/10.1117/12.243160
Event: Aerospace/Defense Sensing and Controls, 1996, Orlando, FL, United States

Abstract

A database of 2 by 2 foot resolution ISAR images and flight data SAR images of the same vehicles has been used to compare the performance of several SAR algorithms for critical mobile target ATR. Algorithms evaluated include a full image nearest neighbor classifier, a nearest neighbor classifier using principal components image compression, a simple, reduced-dimension classifier where the features correspond to projections of the image onto the principal axes of the imaged object, and a MACE variant composite filter.

Citation Download Citation

James H. Hughen, Barry A. Kahn, and J. Lee Dixon "Mobile vehicle ATR for a medium resolution SAR", Proc. SPIE 2755, Signal Processing, Sensor Fusion, and Target Recognition V, (14 June 1996); https://doi.org/10.1117/12.243160

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