Title :
Classification of landmines using GPR
Author :
Daniels, David J. ; Curtis, Paul ; Lockwood, Oliver
Author_Institution :
ERA Technol. Ltd., Leatherhead
Abstract :
This paper describes a study carried out into the discrimination and classification of anti-personnel landmines using the MINEHOUND GPR. Other techniques, well reported in the literature, are not considered in this study. The techniques investigated enabled the classification of landmines to be achieved on a restricted set of targets. The approach proposes a method whereby a library of radar signatures of landmines is acquired under controlled conditions and then used to classify unknown signatures. Initial results show that this method enables clutter targets to be well separated from landmine targets, with the exception of air voids, such as pipes. The technique offers the potential of a reduction in false alarm rate to 10% of the current performance.
Keywords :
ground penetrating radar; image classification; landmine detection; GPR; anti-personnel landmines; landmine classification; landmine targets; radar signatures; Electromagnetic scattering; Ground penetrating radar; Landmine detection; Libraries; Mie scattering; Optical reflection; Optical scattering; Radar scattering; Rayleigh scattering; Soil; GPR; classification; landmines;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4720994