DocumentCode
469883
Title
An optimized reprojection method with least angle-dependent error
Author
Guedouar, Raja ; Zarrad, Boubaker
Author_Institution
Higher Sch. of Health Sci. & Tech. of Monastir, Monastir
Volume
5
fYear
2007
fDate
Oct. 26 2007-Nov. 3 2007
Firstpage
3904
Lastpage
3907
Abstract
Methods for computing forward projection such ray-driven, pixel-driven, distance-driven or their interpolated versions, result in varying degrees of angular-dependent errors. New optimized reprojection methods have been developed for use in single photon emission computed tomography (SPECT) with parallel-beam geometry, which provide superior corrections of these errors. These methods are based on a comparative angular study between various conventional reprojection methods. This optimization is based on a selection of the operator which provides the minimum of errors for a given projection angle. This method was compared to the conventional methods using the digital Shepp-Logan phantom. The normalized mean square error, the normalized mean error and the max percent error between reprojected sinograms and a standard reference were calculated. Results show that the proposed operators have at least comparable performance. This work also investigates a comparative study on iterative reconstruction task with ML-EM. The preliminary result of this study shows that these optimized reprojection operators can promise more accuracy of reconstructed images.
Keywords
expectation-maximisation algorithm; image reconstruction; mean square error methods; medical image processing; optimisation; phantoms; single photon emission computed tomography; SPECT; Shepp-Logan phantom; error correction; iterative reconstruction; least angle-dependent error; max percent error; maximum likelihood expectation maximisation method; normalized mean error; normalized mean square error; optimization; optimized reprojection method; parallel-beam geometry; single photon emission computed tomography; Analytical models; Computational geometry; Error correction; Image reconstruction; Image sampling; Imaging phantoms; Mean square error methods; Nuclear and plasma sciences; Optimization methods; Single photon emission computed tomography;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location
Honolulu, HI
ISSN
1095-7863
Print_ISBN
978-1-4244-0922-8
Electronic_ISBN
1095-7863
Type
conf
DOI
10.1109/NSSMIC.2007.4436971
Filename
4436971
Link To Document