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Proceedings Paper

Increasing the classification performance of a classifier via sub-space based classifications
Author(s): Karlhans Rosenbach; Joachim Schiller
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Paper Abstract

One of the challenging problems in modern radar applications is the task of "Non-Co-operative Target Identification" (NCTI). Under many circumstances it is highly important to find out about the class or even identity of a target under observation without a co-operative support of this object. Especially for air-targets, but also for targets on the ground, presently at many places in the world classification methods are investigated, which are based on radar imagery of these targets. In case of a one-dimensional image we speak of "High-Range Resolution"-profiles (HRR-profiles) of the object under consideration, but also two dimensional images gained via SAR or ISAR methods could be used. The following paper deals with the identification of air-targets using HRR-profiles.

Paper Details

Date Published: 28 December 2007
PDF: 10 pages
Proc. SPIE 6937, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2007, 693730 (28 December 2007); doi: 10.1117/12.784817
Show Author Affiliations
Karlhans Rosenbach, Research Establishment for Applied Sciences (Germany)
Joachim Schiller, Research Establishment for Applied Sciences (Germany)


Published in SPIE Proceedings Vol. 6937:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2007
Ryszard S. Romaniuk, Editor(s)

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