Energy-Resolving Photon-Counting Detectors in CT Based Explosive Detection Systems (EDS)

被引:0
|
作者
Skatter, Sondre [1 ]
Olesinski, Stephan [2 ]
机构
[1] Morpho Detect LLC, Newark, CA USA
[2] Morpho Detect Germany GmbH, Hamburg, Germany
来源
2014 INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST) | 2014年
关键词
X-rays; dual energy; material discrimination; photon counting detectors; TOMOGRAPHY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We evaluated a data set consisting of 38 different materials - threats and non-threats - to determine whether there are signatures detectable in CT systems equipped with energyresolving photon-counting detectors that would help the detection task. Data with such detectors was collected in a lab setup using a Compton spectrometer and simple transmission measurements through samples of known material and thickness. Two alternative decomposition methods, SVD and NNMF, were evaluated and found to produce equivalent model predictions as a physics-based model. Furthermore, all three methods performed equally well with respect to material discrimination, which was evaluated by Kullback-Leibler divergence. No additional material signatures, beyond electron density and effective atomic number, appeared to be extractable from the attenuation spectra.
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页数:6
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