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GPU-Based Real-Time Volumetric Ultrasound Image Reconstruction for a Ring Array

机译:环形阵列的基于GPU的实时体积超声图像重建

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摘要

Synthetic phased array (SPA) beamforming with Hadamard coding and aperture weighting is an optimal option for real-time volumetric imaging with a ring array, a particularly attractive geometry in intracardiac and intravascular applications. However, the imaging frame rate of this method is limited by the immense computational load required in synthetic beamforming. For fast imaging with a ring array, we developed graphics processing unit (GPU)-based, real-time image reconstruction software that exploits massive data-level parallelism in beamforming operations.The GPU-based software reconstructs and displays three cross-sectional images at 45 frames per second (fps). This frame rate is 4.5 times higher than that for our previously-developed multi-core CPU-based software. In an alternative imaging mode, it shows one B-mode image rotating about the axis and its maximum intensity projection (MIP), processed at a rate of 104 fps. This paper describes the image reconstruction procedure on the GPU platform and presents the experimental images obtained using this software.
机译:具有Hadamard编码和孔径加权的合成相控阵(SPA)波束成形是使用环形阵列进行实时体积成像的最佳选择,环形阵列在心内和血管内应用中特别有吸引力。但是,这种方法的成像帧速率受到合成波束成形所需的巨大计算负荷的限制。为了使用环形阵列进行快速成像,我们开发了基于图形处理单元(GPU)的实时图像重建软件,该软件在波束赋形操作中利用了海量数据级别的并行性。基于GPU的软件可以重建并显示三个横截面图像每秒45帧(fps)。该帧速率比我们先前开发的基于多核CPU的软件高4.5倍。在另一种成像模式下,它显示了一个绕轴旋转的B模式图像及其最大强度投影(MIP),以104 fps的速率进行处理。本文介绍了在GPU平台上进行图像重建的过程,并介绍了使用此软件获得的实验图像。

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