Optimal number of averaged frames for noise reduction of ultrasound images

D.F. Vitale, G. Lauria, N. Pelaggi, G. Gerundo, C. Bordini, D. Leosco, C. Rengo, F. Rengo
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引用次数: 10

Abstract

Data averaging is a common noise reduction practice in several data processing procedures. The authors have used this approach in order to minimize the noise of the ultrasound signals employed in the backscatter analysis of the heart. They assess the optimum number of frames to be used in the averaging routine in order to obtain, in the search for maximum noise reduction, a good compromise between the two opposite criteria: indicating on the one hand the use of the greatest number of frames and the other hand the smallest. Results obtained show that 10 frames averaging allows 50% noise reduction which is equivalent to 90% of the noise reduction obtained by averaging a 4 times greater number of frames.<>
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超声图像降噪的最佳平均帧数
数据平均是几种数据处理过程中常见的降噪方法。作者使用这种方法是为了尽量减少心脏反向散射分析中超声波信号的噪声。他们评估在平均程序中使用的最佳帧数,以便在搜索最大降噪时获得两个相反标准之间的良好折衷:一方面表明使用最大帧数,另一方面表明使用最小帧数。结果表明,10帧平均可以减少50%的噪声,这相当于平均4倍多的帧数所减少的噪声的90%。
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