探测器
蒙特卡罗方法
康普顿散射
光学
物理
迭代重建
投影(关系代数)
核素
分辨率(逻辑)
图像分辨率
计算机科学
人工智能
计算机视觉
算法
散射
数学
核物理学
统计
作者
Ding Changji,Yuan Yong-gang,Mao Benjiang,Chaowen Yang
出处
期刊:High Power Laser and Particle Beams
[Shanghai Institute of Optics and Fine Mechanics]
日期:2016-12-15
卷期号:28 (12): 126002-
标识
DOI:10.11884/hplpb201628.160126
摘要
For various applications and security considerations of radioactive nuclide, good performance of Compton camera is very important. In this article, the Monte Carlo method is used to simulate the double array type Compton camera, whose scattering detector material is Si and absorption detector material is CZT. By using the projection image reconstruction algorithm for image reconstruction, the maximum likelihood method is adopted to optimize reconstruction results, which effectively improves the resolution of the reconstructed image. When the source-detector distance is 100 mm, after 10 times of maximum likelihood method iterative calculation, the position resolution and angle resolution are 5.1 mm and 7.3 respectively. It is proved that maximum likelihood method can optimize Compton camera source image reconstruction effectively.
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