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一种通过局部补偿滤波反投影(LCFBP)使用等加权方案的精确扇束重建算法的开发与评估。

Development and evaluation of an exact fan-beam reconstruction algorithm using an equal weighting scheme via locally compensated filtered backprojection (LCFBP).

作者信息

Chen Guang-Hong, Tokalkanahalli Ranjini, Zhuang Tingliang, Nett Brian E, Hsieh Jiang

机构信息

Department of Medical Physics, University of Wisconsin, Madison, Wisconsin 53704, USA.

出版信息

Med Phys. 2006 Feb;33(2):475-81. doi: 10.1118/1.2165416.

Abstract

A novel exact fan-beam image reconstruction formula is presented and validated using both phantom data and clinical data. This algorithm takes the form of the standard ramp filtered backprojection (FBP) algorithm plus local compensation terms. This algorithm will be referred to as a locally compensated filtered backprojection (LCFBP). An equal weighting scheme is utilized in this algorithm in order to properly account for redundantly measured projection data. The algorithm has the desirable property of maintaining a mathematically exact result for: the full scan mode (2pi), the short scan mode (pi+ full fan angle), and the supershort scan mode [less than (pi+ full fan angle)]. Another desirable feature of this algorithm is that it is derivative-free. This feature is beneficial in preserving the spatial resolution of the reconstructed images. The third feature is that an equal weighting scheme has been utilized in the algorithm, thus the new algorithm has better noise properties than the standard filtered backprojection image reconstruction with a smooth weighting function. Both phantom data and clinical data were utilized to validate the algorithm and demonstrate the superior noise properties of the new algorithm.

摘要

提出了一种新颖的精确扇形束图像重建公式,并使用体模数据和临床数据进行了验证。该算法采用标准斜坡滤波反投影(FBP)算法的形式加上局部补偿项。该算法将被称为局部补偿滤波反投影(LCFBP)。在该算法中采用了等权重方案,以便正确考虑冗余测量的投影数据。该算法具有以下理想特性:对于全扫描模式(2π)、短扫描模式(π + 全扇形角)和超短扫描模式[小于(π + 全扇形角)],能保持数学上的精确结果。该算法的另一个理想特性是它无导数。此特性有利于保持重建图像的空间分辨率。第三个特性是该算法中采用了等权重方案,因此新算法比具有平滑权重函数的标准滤波反投影图像重建具有更好的噪声特性。使用体模数据和临床数据来验证该算法,并证明新算法具有优越的噪声特性。

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