采用改进的均匀Cramer-Rao边界进行多针孔孔径设计

L. Meng, N. Clinthorne
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引用次数: 1

摘要

这项工作提出了在小动物SPECT成像应用中使用多个针孔孔径的设计研究。SPECT系统是基于现有的ADAC伽马相机的使用。为了量化探测器设计的性能,我们使用了图像中几个位置的最小可实现方差,给出了对所得空间分辨率的一些限制。这种方法以前被称为统一Cramer-Rao边界(UCRB)。在这项工作中,我们建议使用对平均梯度向量施加的分辨率约束。这在一定程度上克服了以往基于偏倚梯度范数约束的UCRB方法的局限性。应用该方法研究了针孔数和针孔尺寸等设计参数对探测器系统性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple pinhole aperture design using a modified Uniform Cramer-Rao Bound
This work presents a design study of using multiple pinhole apertures in small animal SPECT imaging applications. The SPECT system is based on the use of an existing ADAC gamma camera. For quantifying the performance of a detector design, we used the minimum achievable variance at several locations in the images, given some constraints on the resulting spatial resolution. This approach was formerly proposed as the Uniform Cramer-Rao Bound (UCRB). In this work, we propose to use a resolution constraint that is imposed on the mean gradient vector. This partially overcomes the limitations of the former UCRB approach based on the bias-gradient norm constraint. We applied this method for studying the effect of design parameters, such as number of pinholes and pinhole size, on the performance of the detector system.
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