DocumentCode
469884
Title
On the aliasing artifacts in airect aourier methods
Author
Cheng, Jianping ; Gao, Hewei ; Zhang, Li ; Xing, Yuxiang ; Chen, Zhiqiang
Author_Institution
Tsinghua Univ., Beijing
Volume
5
fYear
2007
fDate
Oct. 26 2007-Nov. 3 2007
Firstpage
3908
Lastpage
3911
Abstract
Direct Fourier methods (DFMs) have the advantage of computational efficiency over filtered backprojection (FBP) algorithms. The linogram algorithm and the gridding method are two popular DFMs which can well handle the risky interpolation procedure in the Fourier space. The original implementations of the linogram and the gridding methods both encounter a weighting factor n during discretization. Without careful preprocessing, it will make reconstruction contain severe aliasing artifacts (dishing and dc shift). A substituting weight can be produced via the Fourier transform of the discrete ramp filter. Two benefits can be obtained from such a modification: it mainly avoids the dc shift; and it reduces the dishing artifacts with less computational time (an oversampling factor of two is totally enough).
Keywords
Fourier transforms; computerised tomography; image reconstruction; interpolation; medical image processing; Fourier transform; aliasing artifacts; computed tomography; direct Fourier methods; discrete ramp filter; filtered backprojection algorithms; gridding; image reconstruction; interpolation; linogram algorithm; weighting factor; Computational efficiency; Design for manufacture; Discrete Fourier transforms; Filters; Finite wordlength effects; Fourier transforms; Frequency; Image reconstruction; Interpolation; Signal sampling;
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.2007.4436972
Filename
4436972
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