DocumentCode
3463294
Title
Alternating-sign windowed energy projection of SAR focused GPR data
Author
Kovalenko, V. ; Yarovoy, A. ; Ligthart, L.P.
Author_Institution
Delft Univ. of Technol., Netherlands
Volume
3
fYear
2005
fDate
4-6 Oct. 2005
Abstract
The automated detection of plastic-cased antipersonnel landmines in 3D high-resolution UWB radar images is considered. The 3D images are projected in different ways onto 2D confidence maps, in which the automated APM detection is made by marking local maxima in the maps followed by thresholding. Specifically, we consider the confidence maps of the following types: energy projection (EP), windowed energy projection (WEP) and introduced here alternating sign windowed energy projection (ASWEP). The latter is shown to allow diminishing of the false alarms number in comparison for the other two techniques for most of the considered cases. The advantages of the new technique are described by means of receiver operator curves (ROC). The ROC curves are built for the datasets acquired over several minefield simulation sites under different environmental conditions.
Keywords
ground penetrating radar; landmine detection; radar detection; radar imaging; synthetic aperture radar; 3D high-resolution UWB radar images; SAR focused GPR data; alternating-sign windowed energy projection; automated APM detection; automated landmine detection; plastic-cased antipersonnel landmines; receiver operator curves; Data processing; Detectors; Focusing; Ground penetrating radar; Landmine detection; Radar detection; Scattering; Soil; Ultra wideband radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave Conference, 2005 European
Print_ISBN
2-9600551-2-8
Type
conf
DOI
10.1109/EUMC.2005.1610391
Filename
1610391
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