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A Color Doppler Processing Engine with an Adaptive Clutter Filter for Portable Ultrasound Imaging Devices

机译:具有用于便携式超声成像装置的自适应杂波滤波器的彩色多普勒处理引擎

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This paper presents an optimized color Doppler processing engine for portable ultrasound devices. The imaging performance is improved by the proposed adaptive clutter filter that separates the clutter from the blood signal in the frequency-eigenvalue space. The adaptive clutter filter provides high attenuation on clutter and also reserves the low-velocity blood flow. Compared to the conventional eigenvalue-based and frequency-based clutter filters, this work achieves 2.5-to-17.5dB and 1-to-12.5dB improvements, respectively, in blood-to-clutter ratio (BCR) based on an in vivo dataset with 16 images. The blood-tissue discriminator is re-arranged and integrated with the clutter filter to further enhance the imaging performance with less computational complexity. The computational complexity is reduced by 48-78% by leveraging the reduced processed area. Randomized spatial down-sampling is adopted to further reduce the processing time. An overall reduction of 60% in processing time is achieved. This work provides a promising solution to color Doppler imaging for portable ultrasound devices.
机译:本文为便携式超声装置提供了优化的彩色多普勒处理引擎。通过所提出的自适应杂波滤波器改善了成像性能,其将杂波与频率 - 特征值空间中的血信号分开。自适应杂波滤波器在杂波上提供高衰减,并且还储存低速血流。与传统的基于特征值和频率的杂波滤波器相比,该工作分别基于体内数据集实现了2.5至17.5dB和1至12.5dB的改进,分别以血对杂波比(BCR)为基础有16个图像。血液组织鉴别器被重新排列并与杂波滤波器集成,以进一步提高计算性能较少的计算性能。通过利用减少的加工区域,计算复杂性减少了48-78%。采用随机空间缩小采样来进一步减少处理时间。达到了处理时间的总体减少60%。这项工作为便携式超声装置的彩色多普勒成像提供了有希望的解决方案。

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