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首页> 外文期刊>International Journal of Electrical Engineering: Transactions of the Chinese Institute of Engineers, Series E >MOTION ARTIFACT ELIMINATION ALGORITHM AND ARCHITECTURE FOR EIGEN-BASED CLUTTER FILTER IN COLOR DOPPLER PROCESSING
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MOTION ARTIFACT ELIMINATION ALGORITHM AND ARCHITECTURE FOR EIGEN-BASED CLUTTER FILTER IN COLOR DOPPLER PROCESSING

机译:彩色多普勒处理中基于特征的杂波滤波器的运动伪影消除算法和架构

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摘要

Color Doppler imaging is used to visualize the distribution of blood flow in the region of interest. Slight relative motion causes severe image corruption and incorrect blood velocity estimation. In this work, we propose a velocity bias cancellation algorithm based on the autocorrelation technique, which is widely used in color Doppler to eliminate the motion artifact. The proposed algorithm can assist clutter filter in suppressing tissue noise effectively while compensating for the biased velocity. The proposed algorithm enhances the performance around 3-9 dB in Signal-to-Clutter Ratio (SCR), and reduces the error of blood velocity estimation by around 69%. Besides, we propose the rearrangement scheme to increase the throughput by reducing the average number of computed eigen-components from 8 to only 2.35. The proposed velocity bias cancellation algorithm and the rearrangement scheme are implemented in TSMC CMOS 90nm technology. The area and maximum operation frequency are 3.39 mm2 and 100 MHz, respectively.
机译:彩色多普勒成像用于可视化感兴趣区域中的血流分布。轻微的相对运动会导致严重的图像损坏和错误的血流速度估计。在这项工作中,我们提出了一种基于自相关技术的速度偏差消除算法,该算法已在彩色多普勒中广泛用于消除运动伪像。所提出的算法可以帮助杂波滤波器有效地抑制组织噪声,同时补偿速度的偏差。所提出的算法将信噪比(SCR)提高了约3-9 dB,并且将血流速度估计误差降低了约69%。此外,我们提出了重排方案,通过将计算的本征分量的平均数量从8个减少到仅2.35个来增加吞吐量。所提出的速度偏差消除算法和重排方案是在台积电CMOS 90nm技术中实现的。面积和最大工作频率分别为3.39 mm2和100 MHz。

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