Radon Transform based Automatic Metal Artefacts Generation for 3D Threat Image Projection

被引:5
作者
Megherbi, Najla [1 ]
Breckon, Toby P. [1 ]
Flitton, Greg T. [1 ]
Mouton, Andre [1 ]
机构
[1] Cranfield Univ, Sch Engn, Cranfield MK43 0AL, Beds, England
来源
OPTICS AND PHOTONICS FOR COUNTERTERRORISM, CRIME FIGHTING AND DEFENCE IX; AND OPTICAL MATERIALS AND BIOMATERIALS IN SECURITY AND DEFENCE SYSTEMS TECHNOLOGY X | 2013年 / 8901卷
关键词
CT;
D O I
10.1117/12.2028506
中图分类号
TB3 [工程材料学]; R318.08 [生物材料学];
学科分类号
0805 ; 080501 ; 080502 ;
摘要
Threat Image Projection (TIP) plays an important role in aviation security. In order to evaluate human security screeners in determining threats, TIP systems project images of realistic threat items into the images of the passenger baggage being scanned. In this proof of concept paper, we propose a 3D TIP method which can be integrated within new 3D Computed Tomography (CT) screening systems. In order to make the threat items appear as if they were genuinely located in the scanned bag, appropriate CT metal artefacts are generated in the resulting TIP images according to the scan orientation, the passenger bag content and the material of the inserted threat items. This process is performed in the projection domain using a novel methodology based on the Radon Transform. The obtained results using challenging 3D CT baggage images are very promising in terms of plausibility and realism.
引用
收藏
页数:9
相关论文
共 21 条
[1]  
[Anonymous], P INT C IM IN PRESS
[2]  
[Anonymous], 2010, P BRIT MACH VIS C
[3]   Artifacts in CT: Recognition and avoidance [J].
Barrett, JF ;
Keat, N .
RADIOGRAPHICS, 2004, 24 (06) :1679-1691
[4]  
Catchpole K, 2001, ENGINEERING PSYCHOLOGY AND COGNITIVE ERGONOMICS VOLUME SIX, P231
[5]  
Cutler Victoria, 2009, 2009 IEEE 43rd International Carnahan Conference on Security Technology. ICCST 2009, P46, DOI 10.1109/CCST.2009.5335565
[6]  
De Man B, 1999, IEEE T NUCL SCI, V46, P691, DOI 10.1109/23.775600
[7]  
Deans S, 1983, RADON TRANSFORM SOME
[8]   A comparison of 3D interest point descriptors with application to airport baggage object detection in complex CT imagery [J].
Flitton, Greg ;
Breckon, Toby P. ;
Megherbi, Najla .
PATTERN RECOGNITION, 2013, 46 (09) :2420-2436
[9]  
Flitton G, 2012, PROC CVPR IEEE, P3634, DOI 10.1109/CVPR.2012.6248109
[10]  
Hofer F, 2005, WIT TRANS BUILT ENV, V82, P417