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Combining Electromagnetic Spectroscopy and Ground-Penetrating Radar for the Detection of Anti-Personnel Landmines

机译:电磁光谱法和探地雷达相结合检测杀伤人员地雷

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摘要

Dual mode detectors combining metal detection and ground-penetrating radar are increasingly being used during humanitarian demining operations because of their ability to discriminate metal clutter. There are many reports in the academic literature studying metal detector and ground-penetrating radar systems individually. However, the combination of these techniques has received much less attention. This paper describes the development of a novel dual modality landmine detector, which integrates spectroscopic metal detection with ground-penetrating radar. This paper presents a feature-level sensor fusion strategy based on three features extracted from the two sensors. This paper shows how the data from the two components can be fused together to enrich the feedback to the operator. The algorithms presented in this paper are targeted at automating the location of buried, visibly obscured objects; however, the system described is also capable of collecting information which could also be used for the potential classification of such items.
机译:结合金属探测和探地雷达的双模式探测器,由于能够区分金属杂物,因此在人道主义排雷行动中越来越多地被使用。在学术文献中有许多报告分别研究金属探测器和探地雷达系统。但是,这些技术的组合受到的关注很少。本文介绍了一种新型的双模式地雷探测器的开发,该探测器将光谱金属探测与探地雷达相结合。本文提出了一种基于从两个传感器中提取的三个特征的特征级传感器融合策略。本文展示了如何将两个组件中的数据融合在一起,以丰富对操作员的反馈。本文提出的算法旨在自动执行掩埋,可见遮挡物体的定位。但是,所描述的系统也能够收集信息,这些信息也可用于此类物品的潜在分类。

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