A comparison of classification approaches for threat detection in CT based baggage screening
@article{Bouallagu2012ACO, title={A comparison of classification approaches for threat detection in CT based baggage screening}, author={Najla Megherbi Bouallagu and J. W. Han and T. Breckon and Gregory T. Flitton}, journal={2012 19th IEEE International Conference on Image Processing}, year={2012}, pages={3109-3112} }
Computed 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… CONTINUE READING
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References
SHOWING 1-10 OF 25 REFERENCES
A classifier based approach for the detection of potential threats in CT based Baggage Screening
- Computer Science
- 2010 IEEE International Conference on Image Processing
- 2010
- 27
- PDF
Automatic image analysis process for the detection of concealed weapons
- Computer Science
- CSIIRW '09
- 2009
- 19
- PDF
Explosives detection systems (EDS) for aviation security
- Engineering, Computer Science
- Signal Process.
- 2003
- 277
Content based 3D model retrieval: A survey
- Computer Science
- 2008 International Workshop on Content-Based Multimedia Indexing
- 2008
- 37
- Highly Influential
Fuzzy Connectedness and Object Definition: Theory, Algorithms, and Applications in Image Segmentation
- Mathematics, Computer Science
- CVGIP Graph. Model. Image Process.
- 1996
- 898
- PDF