Energy Window Optimization for X-Ray K-Edge Tomographic Imaging

被引:22
|
作者
Meng, Bo [1 ,2 ]
Cong, Wenxiang [2 ]
Xi, Yan [2 ]
De Man, Bruno [3 ]
Wang, Ge [4 ]
机构
[1] Beijing Inst Technol, Beijing, Peoples R China
[2] Rensselaer Polytech Inst, Troy, NY 12180 USA
[3] GE Global Res, Garching, Germany
[4] Rensselaer Polytech Inst, Dept Biomed Engn, Biomed Imaging Ctr, Troy, NY 12180 USA
关键词
Contrast-to-noise ratio (CNR); K-edge imaging; optimal energy window width; photon-counting detector; signal-to-noise ratio (SNR); X-ray CT; COMPUTED-TOMOGRAPHY; SPECTRAL PERFORMANCE; CONTRAST AGENT; CT; DETECTORS; DECOMPOSITION; FEASIBILITY; RECOGNITION;
D O I
10.1109/TBME.2015.2413816
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Goal: In K-edge tomographic imaging with photon counting detectors, the energy window width of photon counting detectors significantly affects the signal-to-noise ratio (SNR) of measured intensity data and the contrast-to-noise ratio (CNR) of reconstructed images. In this paper, we present an optimization method to determine an optimal window width around a K-edge for optimal SNR and CNR. Methods: An objective function is designed to describe SNR of the projection data based on the Poisson distribution of detected X-ray photons. Then, a univariate optimization method is applied to obtain an X-ray energy window width. Results: Numerical simulations are performed to evaluate the proposed method, and the results show that the optimal energy window width obtained from the proposed method produces not only optimal SNR data in the projection domain but also optimal CNR values in the image domain. Conclusion: The proposed method in the projection domain can determine an optimal energy window width for X-ray photon counting imaging, and achieve optimality in both projection and image domains. Significance: Our study provides a practical way to determine the optimal energy window width of photon counting detectors, which helps improve contrast resolution for X-ray K-edge tomographic imaging.
引用
收藏
页码:1623 / 1630
页数:8
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