Suppr超能文献

无反投影权重的扇形束滤波反投影重建

Fan-beam filtered-backprojection reconstruction without backprojection weight.

作者信息

Dennerlein Frank, Noo Frédéric, Hornegger Joachim, Lauritsch Günter

机构信息

UCAIR, Department of Radiology, University of Utah, Salt Lake City, UT, USA.

出版信息

Phys Med Biol. 2007 Jun 7;52(11):3227-40. doi: 10.1088/0031-9155/52/11/019. Epub 2007 May 15.

Abstract

In this paper, we address the problem of two-dimensional image reconstruction from fan-beam data acquired along a full 2pi scan. Conventional approaches that follow the filtered-backprojection (FBP) structure require a weighted backprojection with the weight depending on the point to be reconstructed and also on the source position; this weight appears only in the case of divergent beam geometries. Compared to reconstruction from parallel-beam data, the backprojection weight implies an increase in computational effort and is also thought to have some negative impacts on noise properties of the reconstructed images. We demonstrate here that direct FBP reconstruction from full-scan fan-beam data is possible with no backprojection weight. Using computer-simulated, realistic fan-beam data, we compared our novel FBP formula with no backprojection weight to the use of an FBP formula based on equal weighting of all data. Comparisons in terms of signal-to-noise ratio, spatial resolution and computational efficiency are presented. These studies show that the formula we suggest yields images with a reduced noise level, at almost identical spatial resolution. This effect increases quickly with the distance from the center of the field of view, from 0% at the center to 20% less noise at 20 cm, and to 40% less noise at 25 cm. Furthermore, the suggested method is computationally less demanding and reduces computation time with a gain that was found to vary between 12% and 43% on the computers used for evaluation.

摘要

在本文中,我们解决了从沿完整2π扫描采集的扇形束数据进行二维图像重建的问题。遵循滤波反投影(FBP)结构的传统方法需要进行加权反投影,权重取决于要重建的点以及源位置;这种权重仅在发散束几何结构的情况下出现。与从平行束数据进行重建相比,反投影权重意味着计算量增加,并且还被认为会对重建图像的噪声特性产生一些负面影响。我们在此证明,从全扫描扇形束数据直接进行FBP重建是可行的,无需反投影权重。使用计算机模拟的真实扇形束数据,我们将我们提出的无反投影权重的新型FBP公式与基于对所有数据进行等权重处理的FBP公式进行了比较。给出了在信噪比、空间分辨率和计算效率方面的比较。这些研究表明,我们建议的公式能够产生噪声水平降低的图像,且空间分辨率几乎相同。这种效果随着与视野中心距离的增加而迅速增强,从中心处的0%到20厘米处噪声降低20%,到25厘米处噪声降低40%。此外,所建议的方法对计算的要求较低,可减少计算时间,在所用于评估的计算机上,计算时间的减少幅度在12%至43%之间。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验