A comparison of classification approaches for threat detection in CT based baggage screening

Simple item page
dc.contributor.authorMegherbi, Najla
dc.contributor.authorHan, Jiwan
dc.contributor.authorBreckon, Toby P.
dc.contributor.authorFlitton, Greg T.
dc.date.accessioned2024-03-25T14:54:56Z
dc.date.available2024-03-25T14:54:56Z
dc.date.issued2013-02-21
dc.description.abstractComputed Tomography (CT) based baggage security screening systems are of increasing use in transportation security. The ability to automatically identify potential threat item is a key aspect of current research in this area. Here we present a comparison of varying classification approaches for the automated detection of threat objects in cluttered 3D CT imagery from such security screening systems. By combining 3D medical image segmentation techniques with 3D shape classification and retrieval methods we compare five varying final classification stage approaches and present significant performance achievements in the automated detection of specified exemplar items.en_UK
dc.identifier.citationMegherbi N, Han J, Breckon TP. Flitton GT. (2021) A comparison of classification approaches for threat detection in CT based baggage screening. In2012 19th IEEE international conference on image processing, 30 September - 3 October 2012, Orlando, USA, pp. 3109-3112en_UK
dc.identifier.eisbn978-1-4673-2533-2
dc.identifier.eissn2381-8549
dc.identifier.isbn978-1-4673-2534-9
dc.identifier.issn1522-4880
dc.identifier.urihttps://doi.org/10.1109/ICIP.2012.6467558
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/21083
dc.language.isoen_UKen_UK
dc.publisherIEEEen_UK
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectaviation securityen_UK
dc.subject3D medical image segmentationen_UK
dc.subject3D Zernike descriptorsen_UK
dc.subjecthistogram of shape indexen_UK
dc.subjectautomated classificationen_UK
dc.subject3D object recognitionen_UK
dc.titleA comparison of classification approaches for threat detection in CT based baggage screeningen_UK
dc.typeConference paperen_UK

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
classification_approaches_for_threat_detection-2012.pdf
Size:
810.65 KB
Format:
Adobe Portable Document Format
Description:
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.63 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Staff publications (SATM)