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1. 首都师范大学数学科学学院,北京,100048
2. 检测成像北京高校工程研究中心,北京,100048
3. 广东工业大学机电工程学院,广东,广州,510006
4. 首都师范大学数学科学学院,北京,100048
5. 检测成像北京高校工程研究中心,北京,100048
6. 广东工业大学机电工程学院,广东,广州,510006
Published Online:25 November 2018,
Published:2018
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LUO Ting, LI Meng-fei, ZHAO Yun-song. X-Ray Spectrum Estimation Method Based on Polychromatic Projection Curve Fitting with Quadratic Rational Fraction[J]. Acta Electronica Sinica, 2018, 46(11): 2580-2587.
LUO Ting, LI Meng-fei, ZHAO Yun-song. X-Ray Spectrum Estimation Method Based on Polychromatic Projection Curve Fitting with Quadratic Rational Fraction[J]. Acta Electronica Sinica, 2018, 46(11): 2580-2587. DOI: 10.3969/j.issn.0372-2112.2018.11.003.
在X射线计算机断层(CT)成像领域,多种应用需要准确的X射线能谱信息,包括能谱CT图像重建、CT图像硬化校正、CT图像的定量分析等.然而,由于CT系统中X光机发出的射线流强很大,X射线能谱一般难以直接测量,更为常用的方法是利用不同厚度模体的投影数据,间接估计能谱.该类方法将能谱估计问题转化为一组病态线性方程组的求解问题.为了获得较为准确的X射线能谱,通常需要测量多组投影数据,工作量大.针对该问题,本文提出一种新的X射线能谱估计方法.该方法利用二次有理分式拟合多能投影曲线,然后利用多能投影曲线上的采样点间接估计X射线能谱.由于二次有理分式参数少,因此该方法仅需少量的测量点即可拟合出高精度的多能投影曲线.实验表明:本文方法仅需要3个测量点就可以达到传统方法使用十几个测量点估计的X射线能谱的精度,显著减少了采样数量,进而减少能谱估计的工作量.仿真和实采数据都验证了方法的有效性.
Knowledge of X-ray spectrum is essential in many applications of X-ray computed tomography (CT)
such as spectral CT imaging
beam hardening correction
quantitative analysis of CT images
etc. But the spectrum of an X-ray source is hard to measure with X-ray spectrometer directly due to strong X-ray flux emitted. Other kind of attractive methods are indirect
which estimate the x-ray spectrum from a set of projection data of phantoms with different thicknesses. In indirect methods
the spectrum estimation problem is boiled down to a set of ill conditioned linear equations. To acquire accurate spectrum
a large number of measurements are required
which needs heavy workload. To overcome the abovementioned obstacle
we propose a novel X-ray spectrum estimation method that first fits the polychromatic projection curve with quadratic rational fraction
and then estimate the X-ray spectrum from the sampling points of the fitted curve. As a quadratic rational fraction includes only three parameters
only a few measurements are needed to get an accurate fitting. Numerical experiments show that the accuracy of the X-ray spectrum estimated through the proposed method with three measurements is commensurate to that estimated with tradition method from over a dozen of measurements. Therefore
the proposed method lessens the workloads effectively.
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