Regions of Backprojection and Comet Tail Artifacts for π-Line Reconstruction Formulas in Tomography

被引:5
|
作者
Hass, Ryan [1 ]
Faridani, Adel [1 ]
机构
[1] Oregon State Univ, Dept Math, Corvallis, OR 97331 USA
来源
SIAM JOURNAL ON IMAGING SCIENCES | 2012年 / 5卷 / 04期
基金
美国国家科学基金会;
关键词
computed tomography; pi-lines; helical tomography; fan-beam tomography; IMAGE-RECONSTRUCTION; HILBERT TRANSFORM; BEAM CT; ALGORITHM;
D O I
10.1137/110857623
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We explore two characteristic features of x-ray computed tomography inversion formulas in two and three dimensions that are dependent on pi-lines. In such formulas the data from a given source position contribute only to the reconstruction of f(x) for x in a certain region, called the region of backprojection. The second characteristic is a certain small artifact in the reconstruction called a comet tail artifact. We propose that the comet tail artifact is closely related to the boundary of the region of backprojection and make this relationship precise, developing a general theory of the region of backprojection, its boundary, and the location of the artifact in helical and fan-beam tomography. This theory is applied to a number of specific examples and confirmed by numerical experiments. Furthermore it is demonstrated that a strong comet tail artifact appears in numerical reconstructions from misaligned fan-beam data. A numerical method for using the artifact to find the correct alignment is suggested.
引用
收藏
页码:1159 / 1184
页数:26
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