Theoretically exact backprojection filtration algorithm for multi-segment linear trajectory

被引:13
|
作者
Wu, Weiwen [1 ]
Yu, Hengyong [2 ]
Cong, Wenxiang [3 ]
Liu, Fenglin [1 ,4 ]
机构
[1] Chongqing Univ, Minist Educ, Key Lab Optoelect Technol & Syst, Chongqing, Peoples R China
[2] Univ Massachusetts Lowell, Dept Elect & Comp Engn, Lowell, MA 01854 USA
[3] Rensselaer Polytech Inst, Ctr Biotechnol & Interdisciplinary Studies, Biomed Imaging Ctr, Dept Biomed Engn, Troy, NY USA
[4] Chongqing Univ, Minist Educ, Engn Res Ctr Ind Computed Tomog Nondestruct Testi, Chongqing, Peoples R China
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2018年 / 63卷 / 01期
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
computed tomography (CT); backprojection filtration; linear trajectory; fan-beam; exact reconstruction; CONE-BEAM RECONSTRUCTION; IMAGE-RECONSTRUCTION; HILBERT TRANSFORM; REGION; PROJECTIONS; DESIGN; CT;
D O I
10.1088/1361-6560/aa9501
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A theoretically exact backprojection filtration algorithm is proved and implemented for image reconstruction from a multi-segment linear trajectory assuming fan-beam geometry. The reconstruction formula is based on a concept of linear PI-line (L-PI) proposed in our previous work. The proof is completed in two consecutive steps. In the first step, it is proved that theoretically exact image reconstruction can be obtained on an arbitrary L-PI line from an infinite straight-line trajectory. In the second step, it is shown that accurate image reconstruction can be achieved from a multi-segment line trajectory by introducing a weight function to deal with the data redundancy. Numerical implementation and simulation results validate the correctness of our theoretical results.
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页数:14
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