DocumentCode
3534051
Title
Distance-driven projection and backprojection for spherically symmetric basis functions in CT
Author
Levakhina, Yulia ; Buzug, Thorsten M.
Author_Institution
Grad. Sch. for Comput. in Med. & Life Sci., Univ. of Luebeck, Luebeck, Germany
fYear
2010
fDate
Oct. 30 2010-Nov. 6 2010
Firstpage
2894
Lastpage
2897
Abstract
Forward- and backprojecton pair plays an important role in computed tomography (CT). Since they are used in clinical routine for filtered backprojection (FBP) reconstruction, in iterative reconstruction methods, for artifact correction and simulation purposes, they have to be fast, accurate and memory efficient. Recently, a distance-driven approach for pixel basis functions has been proposed. At the moment, it is a state-of-the-art method that is almost artifact free, fast and has a predictable memory pattern access. In the work presented here, the distance-driven approach for the two-dimensional case is extended for spherically symmetric Kaiser-Bessel basis functions. Usage of these basis functions allows for constructing a smooth and continuous function for image representation. A circle and Shepp-Logan simulated software phantom as well as an abdomen phantom, scanned by a multislice CT scanner with flying-focal spot (Somatom Definition AS; Siemens Medical Solutions) have been used to evaluate the presented forward- and backprojecton pair. Images have been reconstructed using FBP and iterative reconstruction with the distance-driven approach for pixel and spherically symmetric basis functions and compared in terms of image quality. The obtained quantitative results show the potential of the proposed method.
Keywords
computerised tomography; image reconstruction; image representation; iterative methods; medical image processing; phantoms; Shepp-Logan simulated software phantom; abdomen phantom; artifact correction; circle phantom; computed tomography; distance-driven projection; filtered backprojection reconstruction; flying focal spot; forwardprojecton; image quality; image representation; iterative reconstruction methods; multislice CT scanner; pixel basis functions; predictable memory pattern access; spherically symmetric Kaiser-Bessel basis functions; spherically symmetric basis functions; Computed tomography; Detectors; Equations; Image reconstruction; Phantoms; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE
Conference_Location
Knoxville, TN
ISSN
1095-7863
Print_ISBN
978-1-4244-9106-3
Type
conf
DOI
10.1109/NSSMIC.2010.5874325
Filename
5874325
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