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Motion-tracking adaptive persistence and adaptive-size median filter for color Doppler processing in ultrasound systems on multicore platform

机译:运动跟踪自适应余辉和自适应大小中值滤波器,用于多核平台上超声系统中的彩色多普勒处理

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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.
机译: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中的血流。散斑噪声将极大地影响所需的血液信号,主要的设计问题是如何有效消除这些噪声。在这项工作中,我们提出时域(1)运动跟踪自适应持久性和空间域(2)自适应大小的中值滤波器,分别用于有效消除斑点噪声。所提出的两个滤波器分别比参考算法具有更好的2〜3 dB性能,并且所提出的自适应去散斑滤波器也可以在同一系统中一起工作以获得更好的性能。最后,提出的信号处理算法在多核平台上实现,并行处理的性质大大加快了计算速度。

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