DocumentCode
2845099
Title
Constriction of cone-beam artifacts by the Z-smart reconstruction method
Author
Dennerlein, Frank ; Noo, Frédéric ; Härer, Wolfgang ; Hornegger, Joachim ; Lauritsch, Günter
Author_Institution
Univ. of Utah, Lake City
Volume
6
fYear
2007
fDate
Oct. 26 2007-Nov. 3 2007
Firstpage
4090
Lastpage
4096
Abstract
We introduce a novel approach for 3D image reconstruction from CB data acquired along a full circular trajectory. Our approach, which we refer to as the Z-smart reconstruction method, follows the scheme of ID filtering and 3D backprojection, while providing flexibility in the choice of the filtering directions. This flexibility allows us to modify the appearance of CB artifacts in the reconstruction results, so that, for certain imaging tasks, the Z-smart method can yield image quality that is significantly superior to that achievable with most other reconstruction algorithms for the full-scan circular trajectory. In particular, when imaging objects that have strong but localized heterogeneities in the axial direction, the Z-smart method can outperform both, the popular filtered-backprojection approach of Feldkamp et ah, and also ART, i.e. a fully 3D iterative reconstruction method. We provide a numerical evaluation of our algorithm using simulated CB data of an analytically defined tube phantom, with and without added noise.
Keywords
computerised tomography; image reconstruction; medical image processing; 1D filtering; 3D backprojection; Z-smart reconstruction; cone-beam artifacts; cone-beam computed tomography; image reconstruction; Algorithm design and analysis; Analytical models; Data analysis; Filtering; Image quality; Image reconstruction; Iterative algorithms; Iterative methods; Reconstruction algorithms; Subspace constraints;
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.2007.4437024
Filename
4437024
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