Comparison of Threshold Energy Calibrations of a Photon-Counting Detector and Impact on CT Reconstruction

探测器 校准 像素 同质性(统计学) 光学 物理 能量(信号处理) X射线探测器 投影(关系代数) 噪音(视频) 光子计数 计算机科学 算法 数学 计算机视觉 统计 图像(数学) 量子力学
作者
Pierre‐Antoine Rodesch,Devon Richtsmeier,E. Guliyev,Kris Iniewski,Magdalena Bazalova‐Carter
出处
期刊:IEEE transactions on radiation and plasma medical sciences [Institute of Electrical and Electronics Engineers]
卷期号:7 (3): 263-272 被引量:7
标识
DOI:10.1109/trpms.2022.3233323
摘要

Photon-counting detectors (PCDs) require a more complicated calibration process than the standard energy-integrating detectors. The first step of a PCD calibration is the threshold energy calibration. This step determines the linear pixel-by-pixel relationship between the output voltage of a PCD and the incoming photon energy. It can be performed in several ways. Three different methods were implemented, requiring only a standard X-ray source, or an X-ray source combined with K-edge materials or a PCD response model. The three resulting calibrations were first evaluated on monoenergetic and projection measurements. The impact of the threshold calibration on computed tomography (CT) images was also studied. The calibration method fitting a detector response model to polyenergetic measurements presented the best spectral accuracy when estimating monoenergetic peaks. This calibration also produced a better pixel homogeneity in an air projection. However, no significant improvement was observed in the noise power spectrum (NPS) and ring artifact evaluation of a conventional CT image for this calibration compared to a calibration providing lower spectral accuracy or lower pixel homogeneity.
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