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Ultrasound Despeckling for Contrast Enhancement

机译:超声去斑增强对比度

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摘要

Images produced by ultrasound systems are adversely hampered by a stochastic process known as speckle. A despeckling method based upon removing outlier is proposed. The method is developed to contrast enhance B-mode ultrasound images. The contrast enhancement is with respect to decreasing pixel variations in homogeneous regions while maintaining or improving differences in mean values of distinct regions. A comparison of the proposed despeckling filter is compared with the other well known despeckling filters. The evaluations of despeckling performance are based upon improvements to contrast enhancement, structural similarity, and segmentation results on a Field II simulated image and actual B-mode cardiac ultrasound images captured in vivo.
机译:超声系统产生的图像受到称为斑点的随机过程的不利影响。提出了一种基于消除离群值的去斑点方法。开发该方法以对比增强B模式超声图像。对比度增强是关于减少均匀区域中的像素变化,同时保持或改善不同区域平均值的差异。将所提出的去斑点滤波器的比较与其他公知的去斑点滤波器进行比较。去斑点性能的评估基于对Field II模拟图像和体内捕获的实际B型心脏超声图像的对比度增强,结构相似性和分割结果的改进。

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