Beam hardening correction for fan-beam CT imaging with multiple materials

Yanbo Zhang, X. Mou, Shao-jie Tang
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引用次数: 12

Abstract

In X-ray CT, Beam hardening (BH) effect, which is caused by polychromatic X-ray beam and energy-dependent attenuation coefficients, always introduces cupping and streak artifacts. Most of correction methods can only deal with beam hardening artifacts for a single material or dual-material object, but fail to correct in case of a multi-material object since the correction complexity and instability increase with the increase of the kinds of materials. In this paper, we proposed a multimaterial BH correction method. A binary Legendre polynomial is adopted to correct BH based on bi-parameter imaging physical model, and the Helgasson-Ludwig consistency condition (H-L consistency condition) is introduced to optimally determine the bi-parameters of all materials. In the simulation experiments showed that the proposed method can suppress the artifacts greatly. The corrected values approach very closely to the ideal ones.
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多材料扇束CT成像的光束硬化校正
在x射线CT中,由多色x射线光束和能量相关衰减系数引起的光束硬化(BH)效应总是会引入拔罐和条纹伪影。由于校正的复杂性和不稳定性随着材料种类的增加而增加,大多数校正方法只能处理单材料或双材料对象的光束硬化伪像,而不能处理多材料对象的光束硬化伪像。本文提出了一种多材料BH校正方法。基于双参数成像物理模型,采用二元Legendre多项式对黑洞进行校正,并引入Helgasson-Ludwig一致性条件(H-L一致性条件)对所有材料的双参数进行最优确定。仿真实验表明,该方法能较好地抑制伪影。修正值非常接近于理想值。
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