The detection of buried landmines or unexploded ordnances is a problem of great interest in both civilian and military applications. In such a framework, this paper presents an approach for real-time localization of unknown subsurface objects. Such a technique is aimed at defining high resolution risk maps by means of a classification strategy based on a support vector machine and a multi-resolution approach. In order to assess its effectiveness, a selected set of numerical results regarding multiple target scenarios are presented.

Three-dimensional real-time localization of subsurface objects – From theory to experimental validation

Lizzi, Leonardo;Viani, Federico;Rocca, Paolo;Oliveri, Giacomo;Benedetti, Manuel;Massa, Andrea
2009-01-01

Abstract

The detection of buried landmines or unexploded ordnances is a problem of great interest in both civilian and military applications. In such a framework, this paper presents an approach for real-time localization of unknown subsurface objects. Such a technique is aimed at defining high resolution risk maps by means of a classification strategy based on a support vector machine and a multi-resolution approach. In order to assess its effectiveness, a selected set of numerical results regarding multiple target scenarios are presented.
2009
2009 IEEE International Symposium on Geoscience and Remote Sensing. IGARSS
Cape Town
IEEE
Lizzi, Leonardo; Viani, Federico; Rocca, Paolo; Oliveri, Giacomo; Benedetti, Manuel; Massa, Andrea
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/76121
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