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Automatic determination of the regularization coefficient for iterative image reconstruction using the regularization and / or image noise removal

机译:使用正则化和/或图像噪声消除功能自动确定用于迭代图像重建的正则化系数

摘要

The processing component (122) processes the image based on an iterative reconstruction algorithm using a regularization and / or denoising algorithm. The processing component determines a quality set point (216) between a predetermined lower and upper limit (226) based on a quality variable (228) indicating the image quality in question, a set point determiner (224) including. The processing component compares the quality metric and the quality set point of the currently generated image at each processing iteration and generates a difference value indicative of the difference between the quality metric and the quality set point. ). The processing component is responsive to a difference value indicating that the quality metric is outside a predetermined range for the quality set point, and for the next processing iteration based on the current value (222) of the regularization factor and at least the quality metric. A regularization coefficient updater (220) that generates the regularization coefficient updated to
机译:处理组件(122)基于使用正则化和/或去噪算法的迭代重建算法来处理图像。处理组件基于指示所讨论的图像质量的质量变量(228),在预定的上下限(226)之间确定质量设定点(216),设定点确定器(224)包括。处理组件在每次处理迭代时将质量度量与当前生成的图像的质量设定点进行比较,并生成表示质量度量与质量设定点之间的差异的差值。 )。处理组件响应于差值,该差值基于正则化因子的当前值(222)和至少质量度量来响应于表示质量度量超出质量设定点的预定范围以及对于下一处理迭代的预定值。正则化系数更新器(220),其生成更新为

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