Pan X, Wong W H, Chen C T, Liu J
Frank Center for Image Analysis/FMI, Department of Radiology, University of Chicago, IL 60637.
Phys Med Biol. 1993 Sep;38(9):1219-34. doi: 10.1088/0031-9155/38/9/004.
We provide a unified framework for the investigation of convergence properties of the iterative algorithms for photon attenuation correction in SPECT, including the iterative Chang method--a commonly used approach in which an average attenuation factor calculated over all projection angles is employed in a pointwise correction scheme. A new average attenuation factor calculated along the projection line is introduced, which can compensate exactly for the attenuation effect in the case of a uniform activity distribution. We propose a new hybrid approach in which we use this new average attenuation factor initially and then shift to the iterative Chang method in later iterations. This hybrid approach was evaluated in a simulation study by use of a computer-generated phantom with both non-uniform activity and non-uniform attenuation distributions. The results demonstrate that this hybrid approach improves the convergence speed of the iterative Chang method and produces reconstructed images of high quality.
我们提供了一个统一的框架,用于研究单光子发射计算机断层扫描(SPECT)中光子衰减校正迭代算法的收敛特性,包括迭代昌氏方法——一种常用方法,即在逐点校正方案中使用在所有投影角度上计算得到的平均衰减因子。引入了沿投影线计算的新平均衰减因子,在均匀活度分布的情况下,它可以精确补偿衰减效应。我们提出了一种新的混合方法,即先使用这个新的平均衰减因子,然后在后续迭代中转向迭代昌氏方法。通过使用具有非均匀活度和非均匀衰减分布的计算机生成体模,在模拟研究中对这种混合方法进行了评估。结果表明,这种混合方法提高了迭代昌氏方法的收敛速度,并产生了高质量的重建图像。