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Novel Approach to Noise Reduction in Ultrasound Images Based on Geodesic Paths

机译:基于测地线的超声图像降噪新方法

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In this paper a new method of multiplicative noise reduction in ultrasound images is proposed. The novel technique is a modification of the bilateral denosing scheme, which takes into account the similarity of pixels and their spatial distance. The filter output is calculated as a weighted average of the pixels which are in the neighborhood relation with the center of the filtering window, and the weights are functions of the minimal connection costs between surounding pixels. Experimental results show that the proposed method yields significantly better results than the other techniques in case of ultrasound images contaminated by medium and strong multiplicative noise disturbances.
机译:在本文中,提出了一种新的减少超声图像中噪声的方法。该新颖技术是对双边去噪方案的改进,该方案考虑了像素的相似性及其空间距离。滤波器输出被计算为与滤波窗口的中心成邻域关系的像素的加权平均值,并且权重是环绕像素之间的最小连接成本的函数。实验结果表明,在超声图像受到中等强度和强大的乘法噪声干扰污染的情况下,该方法产生的效果明显优于其他方法。

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