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

Three-dimensional real-time localization of subsurface objects — From theory to experimental validation
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DOI:
10.1109/igarss.2009.5418018
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发表时间:
2009-07
期刊:
2009 IEEE International Geoscience and Remote Sensing Symposium
影响因子:
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通讯作者:
L. Lizzi;F. Viani;P. Rocca;G. Oliveri;M. Benedetti;A. Massa
L. Lizzi;F. Viani;P. Rocca;G. Oliveri;M. Benedetti;A. Massa
中科院分区:
其他
文献类型:
--
作者:
L. Lizzi;F. Viani;P. Rocca;G. Oliveri;M. Benedetti;A. Massa

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探测埋在地下的地雷或未爆弹药是民用和军事应用中极感兴趣的问题。在这样的框架下,本文提出了一种未知地下目标的实时定位方法。这种技术旨在通过基于支持向量机和多分辨率方法的分类策略来定义高分辨率风险图。为了评估其有效性,给出了一组关于多目标情景的精选数值结果。
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.