Efficient parallel beamforming for 3D ultrasound imaging

Pirmin Vogel, Andrea Bartolini, L. Benini
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引用次数: 14

Abstract

One of the most demanding tasks in state-of-the-art medical ultrasound systems is the localization of possible scatterers in the body based on received echoes. Digital beamforming involves the summation of all received echoes in each image point according to their time of flight, i.e., their delay. This requires the knowledge of the delays for all combinations of ultrasound transmitters, image points and receivers. Recent three-dimensional (3D) systems comprise thousands of transducer elements and millions of image points. Compared to traditional 2D systems, the total number of delays is several orders of magnitude larger. In this paper, we present a new beamforming algorithm that exploitsthe inherent locality in the image formation and efficiently approximates the delays. Compared to latest proposed architectures, this results in 20 percent less arithmetic operations, and a reduction of the input/output (I/O) bandwidth and the total memory size by factors of 30 and 50, respectively.
高效平行波束形成的三维超声成像
在最先进的医疗超声系统中,最苛刻的任务之一是根据接收到的回声定位体内可能的散射体。数字波束形成是将每个图像点上接收到的所有回波根据其飞行时间,即时延进行求和。这需要了解超声波发射器、图像点和接收器的所有组合的延迟。最近的三维(3D)系统由数千个传感器元件和数百万个图像点组成。与传统的二维系统相比,延迟的总数要大几个数量级。在本文中,我们提出了一种新的波束形成算法,该算法利用图像形成的固有局部性并有效地逼近延迟。与最新提出的体系结构相比,这将减少20%的算术运算,并将输入/输出(I/O)带宽和总内存大小分别减少30和50倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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