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一种使用迭代相位零估计的超声弹性成像的省时且准确的应变估计概念。

A time-efficient and accurate strain estimation concept for ultrasonic elastography using iterative phase zero estimation.

作者信息

Pesavento A, Perrey C, Krueger M, Ermert H

机构信息

Dept. of Electr. Eng., Ruhr-Univ., Bochum.

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 1999;46(5):1057-67. doi: 10.1109/58.796111.

Abstract

In ultrasonic elastography, the exact estimation of temporal displacements between two signals is the key to estimating strain. An algorithm was previously proposed that estimates these displacements using phase differences of the corresponding base-band signals. A major advantage of these algorithms compared with correlation techniques is the computational efficiency. In this paper, an extension of the algorithm is presented that iteratively takes into account the time shifts of the signals to overcome the problems of aliasing and accuracy in the estimation of the phase shift. Thus, it can be proven that the algorithm is equivalent to the search of the maximum of the correlation function. Furthermore, a robust logarithmic compression is proposed that only compresses the envelope of the signal. This compression does not introduce systematic errors and significantly reduces decorrelation noise. The resulting algorithm is a computationally simple and very fast alternative to conventional correlation techniques, and the accuracy of strain images is improved.

摘要

在超声弹性成像中,精确估计两个信号之间的时间位移是估计应变的关键。此前提出了一种算法,该算法利用相应基带信号的相位差来估计这些位移。与相关技术相比,这些算法的一个主要优点是计算效率。本文提出了该算法的一种扩展,它迭代地考虑信号的时间偏移,以克服相移估计中的混叠和精度问题。因此,可以证明该算法等同于相关函数最大值的搜索。此外,还提出了一种鲁棒的对数压缩方法,该方法只压缩信号的包络。这种压缩不会引入系统误差,并显著降低去相关噪声。所得算法是一种计算简单且速度非常快的传统相关技术替代方法,并且提高了应变图像的精度。

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