Title :
Evaluation of few-view reconstruction parameters for illicit substance detection using fast-neutron transmission spectroscopy
Author :
Fink, C.L. ; Humm, P.G. ; Martin, M.M. ; Micklich, B.J.
Author_Institution :
Argonne Nat. Lab., IL, USA
Abstract :
We have evaluated the performance of the maximum likelihood algebraic reconstruction algorithm for the case of a few projections and for relatively coarse projection and pixel resolution. This evaluation was done using receiver operator curves obtained from the fast-neutron transmission spectroscopy system operated in a mode to detect explosives in luggage. The results show that increasing the number of projection angles is more important than increasing the projection resolution, the reconstructed pixel resolution, or the number of iterations in the maximum likelihood algorithm. A 100% detection efficiency with essentially no false positives is possible for a square block of RDX explosive, a projection resolution of 2 cm, a reconstructed pixel size of 2×2 cm, and five projection angles. For rectangular shaped explosives more angles are required to obtain the same system performance
Keywords :
explosions; image reconstruction; iterative methods; maximum likelihood estimation; neutron spectroscopy; RDX explosive; coarse pixel resolution; coarse projection; detection efficiency; fast-neutron transmission spectroscopy; few-view reconstruction parameters; illicit substance detection; iterations; luggage; maximum likelihood algebraic reconstruction algorithm; receiver operator curves; rectangular shaped explosives; square block; Drugs; Explosives; Image processing; Image reconstruction; Inspection; Maximum likelihood detection; Neutrons; Spectroscopy; System performance; Tomography;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference Record, 1995., 1995 IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-3180-X
DOI :
10.1109/NSSMIC.1995.504250
