论文标题
X射线测量模型包含能量相关的材料可变性及其在信息理论系统分析中的应用
X-ray measurement model incorporating energy-correlated material variability and its application in information-theoretic system analysis
论文作者
论文摘要
扩展了先前的工作，我们提出了一个多能X射线测量模型，该测量模型结合了材料可变性与能量相关性，以实现X射线成像和传感系统性能的分析和探索。基于此测量模型，我们为错误的可能性（$ p_e $）提供了分析表达式，以量化用于二进制分类任务的X射线测量系统的性能限制。我们分析了原型X射线测量系统的性能，以证明我们提出的材料可变性测量模型的实用性。
Extending our prior work, we propose a multi-energy X-ray measurement model incorporating material variability with energy correlations to enable the analysis and exploration of the performance of X-ray imaging and sensing systems. Based on this measurement model, we provide analytical expressions for bounds on the probability of error, $P_e$, to quantify the performance limits of an X-ray measurement system for binary classification task. We analyze the performance of a prototypical X-ray measurement system to demonstrate the utility of our proposed material variability measurement model.
