Creating a reference database of cargo inspection X-ray images using high energy radiographs of cargo mock-ups

被引:3
作者
Kolokytha, Selina [1 ]
Flisch, Alexander [1 ]
Luthi, Thomas [1 ]
Plamondon, Mathieu [1 ]
Visser, Wicher [2 ]
Schwaninger, Adrian [2 ]
Hardmeier, Diana [2 ]
Costin, Marius [3 ]
Vienne, Caroline [3 ]
Sukowski, Frank [4 ]
Hassler, Ulf [4 ]
Dorion, Irene [5 ]
Gadi, Najib [5 ]
Maitrejean, Serge [5 ]
Marciano, Abraham [5 ]
Canonica, Andrea [6 ]
Rochat, Eric [6 ]
Koomen, Ger [7 ]
Slegt, Micha [7 ]
机构
[1] Empa Swiss Fed Labs Mat Sci & Technol, Ctr Xray Analyt, CH-8600 Dubendorf, Switzerland
[2] CASRA Ctr Adapt Secur Res & Applicat, CH-8050 Zurich, Switzerland
[3] CEA, LIST, Dept Imaging & Simulat Nondestruct Testing, F-91191 Gif Sur Yvette, France
[4] Fraunhofer Inst Integrated Circuits IIS, Dev Ctr Xray Technol EZRT, D-90768 Furth, Germany
[5] Smiths Heimann SAS SH, F-94405 Vitry Sur Seine, France
[6] Swiss Fed Customs Adm FCA, CH-3003 Bern, Switzerland
[7] Dutch Customs Lab DTCA, NL-6401 DN Heerlen, Netherlands
关键词
X-ray; Inspection; Cargo; Database; Imaging; Security; Training; SECURITY SCREENERS; COMPETENCE;
D O I
10.1007/s11042-017-4937-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Customs continue to use a wide range of technology in protecting against terrorism and the movement of illicit trade and prohibited imports. The throughput of scanned vehicles and cargo increases and just keeps on growing. Therefore, the need of automated algorithms to help screening officers in inspection, examination or surveillance of vehicles and containers is crucial. In this context, the successful collaboration between manufacturers and customs offices is of key importance. Facing this topic, within the seventh framework program of the European Commission, the project ACXIS "Automated Comparison of X-ray Images for cargo Scanning" arose. The main objective of this project is to develop a manufacturer independent reference database for X-ray images of illicit and licit cargo. Historic images of real detections, images of illegal cargo mock-ups as well as images of legitimate cargo will be integrated into the reference database. For this, procedures and algorithms to uniform X-ray images of different cargo scanners was developed, as well as an automated identification method of potentially illicit cargo. Finally, these developments were incorporated in creating a training simulator and a toolbox for inspection officers enhanced X-ray screening competence.
引用
收藏
页码:9379 / 9391
页数:13
相关论文
共 10 条
[1]  
Bolfing A., 2007, MEASUREMENT FORMULAE
[2]  
Bolfing A., 2008, IMAGE BASED FACTORS
[3]  
Chen GY, 2009, AIP CONF PROC, V1099, P570, DOI 10.1063/1.3120101
[4]   Airport Security Screener Competency: A Cross-Sectional and Longitudinal Analysis [J].
Halbherr, Tobias ;
Schwaninger, Adrian ;
Budgell, Glen R. ;
Wales, Alan .
INTERNATIONAL JOURNAL OF AVIATION PSYCHOLOGY, 2013, 23 (02) :113-129
[5]  
Koller S. M., 2007, J TRANSPORTATION SEC, V1, P81
[6]   Increasing X-ray image interpretation competency of cargo security screeners [J].
Michel, Stefan ;
Mendes, Marcia ;
de Ruiter, Jaap C. ;
Koomen, Ger C. M. ;
Schwaninger, Adrian .
INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2014, 44 (04) :551-560
[7]  
Michel S, 2007, CAR C SECUR, P201
[8]   Scatter in cargo radiography [J].
Miller, Erin A. ;
Caggiano, Joseph A. ;
Runkle, Robert C. ;
White, Timothy A. ;
Beyill, Aaron M. .
APPLIED RADIATION AND ISOTOPES, 2011, 69 (03) :594-603
[9]  
Reims N., 2014, SPIE OPTICAL ENG APP
[10]  
Sukowski F., 2009, FRAUNH S FUT SEC 4 S, P277