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用于改善超声图像质量的重建算法。

Reconstruction algorithm for improved ultrasound image quality.

作者信息

Madore Bruno, Meral F Can

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2012 Feb;59(2):217-30. doi: 10.1109/TUFFC.2012.2182.

Abstract

A new algorithm is proposed for reconstructing raw RF data into ultrasound images. Previous delay-and-sum beamforming reconstruction algorithms are essentially one-dimensional, because a sum is performed across all receiving elements. In contrast, the present approach is two-dimensional, potentially allowing any time point from any receiving element to contribute to any pixel location. Computer-intensive matrix inversions are performed once, in advance, to create a reconstruction matrix that can be reused indefinitely for a given probe and imaging geometry. Individual images are generated through a single matrix multiplication with the raw RF data, without any need for separate envelope detection or gridding steps. Raw RF data sets were acquired using a commercially available digital ultrasound engine for three imaging geometries: a 64-element array with a rectangular field-of- view (FOV), the same probe with a sector-shaped FOV, and a 128-element array with rectangular FOV. The acquired data were reconstructed using our proposed method and a delay- and-sum beamforming algorithm for comparison purposes. Point spread function (PSF) measurements from metal wires in a water bath showed that the proposed method was able to reduce the size of the PSF and its spatial integral by about 20 to 38%. Images from a commercially available quality-assurance phantom had greater spatial resolution and contrast when reconstructed with the proposed approach.

摘要

提出了一种将原始射频(RF)数据重建为超声图像的新算法。先前的延迟求和波束形成重建算法本质上是一维的,因为是对所有接收元件进行求和。相比之下,当前方法是二维的,这有可能使来自任何接收元件的任何时间点的数据都能对任何像素位置产生贡献。预先一次性执行计算量较大的矩阵求逆操作,以创建一个重建矩阵,该矩阵可针对给定的探头和成像几何形状无限期重复使用。通过与原始RF数据进行一次矩阵乘法生成单个图像,无需单独进行包络检测或网格化步骤。使用商用数字超声引擎针对三种成像几何形状采集原始RF数据集:具有矩形视野(FOV)的64元件阵列、具有扇形FOV的同一探头以及具有矩形FOV的128元件阵列。为作比较,使用我们提出的方法和延迟求和波束形成算法对采集到的数据进行重建。在水浴中对金属丝进行的点扩散函数(PSF)测量表明,所提出的方法能够将PSF的大小及其空间积分减小约20%至38%。使用所提出的方法重建来自商用质量保证体模的图像时具有更高的空间分辨率和对比度。

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