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基于扭曲玻恩迭代法的三维容积断层重建。

Tomographic reconstruction of three-dimensional volumes using the distorted born iterative method.

机构信息

Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.

出版信息

IEEE Trans Med Imaging. 2009 Oct;28(10):1643-53. doi: 10.1109/TMI.2009.2026274. Epub 2009 Jun 30.

DOI:10.1109/TMI.2009.2026274
PMID:19574162
Abstract

Although real imaging problems involve objects that have variations in three dimensions, a majority of work examining inverse scattering methods for ultrasonic tomography considers 2-D imaging problems. Therefore, the study of 3-D inverse scattering methods is necessary for future applications of ultrasonic tomography. In this work, 3-D reconstructions using different arrays of rectangular elements focused on elevation were studied when reconstructing spherical imaging targets by producing a series of 2-D image slices using the 2-D distorted Born iterative method (DBIM). The effects of focal number f/#, speed of sound contrast c, and scatterer size were considered. For comparison, the 3-D wave equation was also inverted using point-like transducers to produce fully 3-D DBIM image reconstructions. In 2-D slicing, blurring in the vertical direction was highly correlated with the transmit/receive elevation point-spread function of the transducers for low c. The eventual appearance of overshoot artifacts in the vertical direction were observed with increasing c. These diffraction-related artifacts were less severe for smaller focal number values and larger spherical target sizes. When using 3-D DBIM, the overshoot artifacts were not observed and spatial resolution was improved. However, results indicate that array configuration in 3-D reconstructions is important for good image reconstruction. Practical arrays were designed and assessed for image reconstruction using 3-D DBIM.

摘要

尽管实际的成像问题涉及到在三维空间中存在变化的物体,但大多数研究超声层析成像反散射方法的工作都考虑了 2-D 成像问题。因此,为了未来超声层析成像的应用,研究 3-D 反散射方法是必要的。在这项工作中,研究了使用不同的矩形元素聚焦于高度的 3-D 重建,当通过使用 2-D 失真 Born 迭代方法(DBIM)产生一系列 2-D 图像切片来重建球形成像目标时。研究了焦点数量 f/#、声速对比度 c 和散射体大小的影响。为了进行比较,还使用点状换能器反转 3-D 波动方程,以产生完全 3-D 的 DBIM 图像重建。在 2-D 切片中,对于低 c,垂直方向的模糊与换能器的发射/接收高度点扩展函数高度相关。随着 c 的增加,在垂直方向上观察到了过冲伪像的出现。这些与衍射相关的伪像对于较小的焦点数量值和较大的球形目标尺寸不太严重。当使用 3-D DBIM 时,没有观察到过冲伪像,并且空间分辨率得到了提高。然而,结果表明,3-D 重建中的阵列配置对于良好的图像重建很重要。设计并评估了实际的阵列,以便使用 3-D DBIM 进行图像重建。

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