DocumentCode :
2212461
Title :
Fast reconstruction of truncated transmission SPECT data
Author :
Riddell, Cyril ; Savi, Annarita ; Gilardi, Maria Carla ; Fazio, Ferruccio
Author_Institution :
Milan Univ., Italy
Volume :
2
fYear :
1995
fDate :
21-28 Oct 1995
Firstpage :
1107
Abstract :
A least squares technique for reconstructing truncated data is presented when no a priori information is considered. It is applied to transmission SPECT data. The method consists in including the ramp filter into the conjugate gradient to speed convergence. The sinogram is extrapolated with zeros for filtering but extrapolated values are not considered during backward and forward projections. The first iteration presents artefacts that are corrected as soon as the second iteration. Tikhonov method is used to guarantee a unique solution and stabilize the reconstruction process. The resulting images are biased but this bias is recovered inside the field of view by a simple scaling process. The algorithm is fast and easy to regularize
Keywords :
image reconstruction; medical image processing; single photon emission computed tomography; Tikhonov method; a priori information; algorithm; artefacts; backward projection; conjugate gradient; convergence speeding; fast reconstruction technique; filtering; forward projection; iteration; medical diagnostic imaging; nuclear medicine; ramp filter; simple scaling process; sinogram; truncated transmission SPECT data; Attenuation measurement; Biomedical imaging; Extrapolation; Filtering; Filters; Forward contracts; Geometry; Image reconstruction; Least squares methods; Yield estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference Record, 1995., 1995 IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-3180-X
Type :
conf
DOI :
10.1109/NSSMIC.1995.510457
Filename :
510457
Link To Document :
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