多核平台超声系统彩色多普勒处理的运动跟踪自适应持久性和自适应中值滤波器

Cheng-Zhou Zhan, Kai Chang, Yu-Hao Chen, Pai-Chi Li, A. Wu
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引用次数: 2

摘要

超声成像系统中的彩色多普勒处理主要用于观察感兴趣区域的血流情况。散斑噪声对期望的血液信号有很大的影响,如何有效地消除这些噪声是设计的主要问题。在这项工作中,我们分别提出了时域(1)运动跟踪自适应持久性和空域(2)自适应大小的中值滤波器来有效地消除散斑噪声。所提出的两种滤波器分别比参考算法的性能提高2~ 3db,并且所提出的自适应去散斑滤波器也可以在同一系统中协同工作以获得更好的性能。最后,本文提出的信号处理算法在多核平台上实现,并行处理的特性显著加快了计算速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Motion-tracking adaptive persistence and adaptive-size median filter for color Doppler processing in ultrasound systems on multicore platform
Color Doppler processing in the ultrasound imaging systems is mainly used to observe the blood flow in the region of interest. The desired blood signal will be greatly affected by the speckle noises, and the major design issues are to eliminate these kinds of noises effectively. In this work, we propose the time-domain (1) motion-tracking adaptive persistence and spatial-domain (2) adaptive-size median filter for effectively eliminating the speckle noises, respectively. The proposed two filters have individually 2~3 dB better performance than the referenced algorithms, and the proposed adaptive de-speckle filters can also work together in the same system to obtain even better performances. At last, the proposed signal-processing algorithms are implemented on the multi-core platform, and the property of parallel processing significantly accelerates the computation.
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