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Enhancement of Compounded Ultrasound Images with Spatial Filtering

机译:通过空间滤波增强复合超声图像

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Compound ultrasound (US) images benefit from reduced speckle noise, at the expense of blurring. The purpose of this work was to evaluate several different methods for reducing the effects of blurring on compounded ultrasound images. We evaluated 3 different approaches: unsharp masking (USM), Gaussian deconvolution (GD), and system measured point-spread-function (PSF) deconvolution (PD). The compounded images are created from summation of approximately 300 B-Mode US images. We applied the different de-blurring methods to these images and examined the images subjectively as well as measured resolution with an autocorrelation metric. Overall, these methods improved resolution by 1.25 (USM), 1.09 (GD), and 1.27 (PD). Unsharp masking was the best trade-off between runtime performance and image quality.
机译:复合超声(US)图像受益于减少的斑点噪声,但以模糊为代价。这项工作的目的是评估几种不同的方法,以减少模糊对复合超声图像的影响。我们评估了3种不同的方法:锐化屏蔽(USM),高斯反卷积(GD)和系统测量的点扩展函数(PSF)反卷积(PD)。合成后的图像是根据大约300张B模式US图像的总和创建的。我们对这些图像应用了不同的去模糊方法,并主观地检查了图像以及使用自相关度量法测得的分辨率。总体而言,这些方法将分辨率提高了1.25(USM),1.09(GD)和1.27(PD)。锐化遮罩是运行时性能和图像质量之间的最佳折衷。

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