BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction

被引:3
作者
Wang, Zhisheng [1 ]
Yu, Haijun [2 ]
Huang, Yixing [3 ]
Wang, Shunli [1 ]
Ni, Song [2 ]
Li, Zongfeng [1 ]
Deng, Zihan [1 ]
Liu, Fenglin [2 ]
Cui, Junning [1 ]
机构
[1] Harbin Inst Technol, Ctr Ultra Precis Optoelect Instrument Engn, Harbin 150080, Peoples R China
[2] Chongqing Univ, Key Lab Optoelect Technol & Syst, Minist Educ, Chongqing 400044, Peoples R China
[3] Friedrich Alexander Univ Erlangen Nuremberg, Univ Hosp Erlangen, Dept Radiat Oncol, D-91054 Erlangen, Germany
基金
中国国家自然科学基金;
关键词
Detectors; Image reconstruction; Band-pass filters; Trajectory; Filtering; Transforms; Spatial resolution; Backprojection filtration (BPF); micro-computed tomography (micro-CT); multiple source-translation CT (mSTCT); projection truncation; IMAGE-RECONSTRUCTION; CT; EXTENSION;
D O I
10.1109/TIM.2024.3428633
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Micro-computed tomography (micro-CT) is a widely used state-of-the-art instrument employed to study the morphological structures of objects in various fields. However, its small field-of-view (FOV) cannot meet the pressing demand for imaging relatively large objects at high spatial resolutions. Recently, we devised a novel scanning mode called multiple source-translation CT (mSTCT) that effectively enlarges the FOV of the micro-CT and correspondingly developed a virtual projection-based filtered backprojection (V-FBP) algorithm for reconstruction. Although V-FBP skillfully solves the truncation problem in mSTCT, it requires densely sampled projections to arrive at high-resolution reconstruction, which reduces imaging efficiency. In this article, we develop two backprojection-filtration (BPF)-based algorithms for mSTCT-S-BPF (derivatives along source) and D-BPF (derivatives along detector). D-BPF can achieve high-resolution reconstruction with fewer projections than V-FBP and S-BPF. Through simulated and physical experiments conducted in this article, we demonstrate that D-BPF can dramatically reduce the number of projection views compared with V-FBP at the same spatial resolution, which makes mSTCT more feasible in practice. Meanwhile, S-BPF can yield more stable results than D-BPF, which is similar to V-FBP.
引用
收藏
页数:15
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