Publications [#60454] of Leslie M. Collins

Papers Published

1. Torrione, Peter A. and Throckmorton, Chandra S. and Collins, Leslie and Clodfelter, Fred and Frasier, Shane and Starnes, Ian and Bishop, Steven and Gugino, Peter and Howard, Peter and Weaver, Richard and Rosen, Erik, Application of matched subspace detectors to target detection and identification in ground penetrating radar data, Proceedings of SPIE - The International Society for Optical Engineering, vol. 5794 no. PART II (2005), pp. 1160 - 1171, Orlando, FL, United States [12.602754]
   (last updated on 2007/04/11)

   Abstract:
   In this work we present an application of matched subspace detectors to the problem of target detection and identification using ground penetrating radar data. In particular we apply sets of matched subspace detector filter banks to data containing both anti-personnel and anti-tank targets as well as metallic and non-metallic clutter objects. Current results indicate the potential for robust target detection and identification but further improvements via subspace modeling and signal extraction/enhancement may also improve performance.

   Keywords:
   Ground penetrating radar systems;Identification (control systems);Automatic target recognition;Problem solving;Feature extraction;Mathematical models;