DocumentCode :
836454
Title :
Toward optimal noniterative reconstruction for 3D SPECT with uniform attenuation and distance-dependent spatial resolution
Author :
Kao, Chien-Min ; Pan, Xiaochuan
Author_Institution :
Dept. of Radiol., Chicago Univ., IL, USA
Volume :
49
Issue :
3
fYear :
2002
fDate :
6/1/2002 12:00:00 AM
Firstpage :
774
Lastpage :
781
Abstract :
When noniterative methods without adequate regularization are applied to correct for the effects of attenuation and distance-dependent spatial resolution in three-dimensional (3-D) single-photon emission computed tomography (SPECT) at clinical noise levels, they often yield images with conspicuous artifacts, thereby significantly limiting the usefulness of these reconstruction methods. In this work, we extend a regularized inverse-filtering approach that allows the incorporation of an a priori random image field of nonzero mean, as well as an estimated noise level of the SPECT data, for effective suppression of noise and artifacts without significantly compromising the resolution. Our results indicate that the proposed approach can substantially improve the visual quality and the quantitative accuracy of 3-D SPECT images. In combination with its speed advantage, the proposed method may be useful in 3-D SPECT clinical applications.
Keywords :
image reconstruction; single photon emission computed tomography; 3D SPECT; artifacts; distance-dependent spatial resolution; optimal noniterative reconstruction; regularized inverse-filtering; resolution; Approximation error; Attenuation; Computed tomography; Image reconstruction; Image resolution; Iterative methods; Noise level; Performance analysis; Reconstruction algorithms; Spatial resolution;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2002.1039562
Filename :
1039562
Link To Document :
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