论文标题

广义 - 吉尼语几何形状CT:概念和转移不变的FBP算法

Generalized-Equiangular Geometry CT: Concept and Shift-Invariant FBP Algorithms

论文作者

Xia, Yingxian, Chen, Zhiqiang, Zhang, Li, Xing, Yuxiang, Gao, Hewei

论文摘要

随着高级X射线源和检测器技术的连续开发,已广泛探索了非传统CT几何形状。广义 - 吉尼缘几何形状CT(GEGCT)结构,其中X射线源可能位于远离等效间距的Arcated检测器阵列的焦点上,在许多新颖的CT系统和设计中都很重要。不幸的是,GEGCT一般没有理论上精确和转移不变的分析图像重建算法。在这项研究中,为了从GEGCT获得快速准确的重建并促进其系统的设计和优化,已经对一组近似过滤的反射(FBP)算法进行了深入研究,并进行了多种加权策略。 GEGCT的架构首先是通过使用归一化的 - 偏移距离(NROD)来提出和表征的。接下来,在统一的框架中得出了换档加权FBP型算法,并具有前过滤,过滤和过滤后的重量。然后提出了三种可行的加权策略,其中包括贝森在文献中开发的经典加权策略,以及由曲率拟合和经验公式产生的两个新的加权策略,其中三个权重都可以表示为NROD的某些功能。之后,对重建精度进行了分析,并用多种NROD进行了分析。我们进一步将加权的FBP型算法扩展到动态NROD的GEGCT。最后,在带有圆柱检测器阵列的锥形梁扫描的情况下,将GEGCT的加权FBP算法扩展到三维形式。

With advanced X-ray source and detector technologies being continuously developed, non-traditional CT geometries have been widely explored. Generalized-Equiangular Geometry CT (GEGCT) architecture, in which an X-ray source might be positioned radially far away from the focus of arced detector array that is equiangularly spaced, is of importance in many novel CT systems and designs. GEGCT, unfortunately, has no theoretically exact and shift-invariant analytical image reconstruction algorithm in general. In this study, to obtain fast and accurate reconstruction from GEGCT and to promote its system design and optimization, an in-depth investigation on a group of approximate Filtered BackProjection (FBP) algorithms with a variety of weighting strategies has been conducted. The architecture of GEGCT is first presented and characterized by using a normalized-radial-offset distance (NROD). Next, shift-invariant weighted FBP-type algorithms are derived in a unified framework, with pre-filtering, filtering, and post-filtering weights. Three viable weighting strategies are then presented including a classic one developed by Besson in the literature and two new ones generated from a curvature fitting and from an empirical formula, where all of the three weights can be expressed as certain functions of NROD. After that, an analysis of reconstruction accuracy is conducted with a wide range of NROD. We further stretch the weighted FBP-type algorithms to GEGCT with dynamic NROD. Finally, the weighted FBP algorithm for GEGCT is extended to a three-dimensional form in the case of cone-beam scan with a cylindrical detector array.

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