Department of Electronic Engineering, Fudan University, Shanghai, China.
Key laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai, Fudan University, Shanghai, China.
Biomed Eng Online. 2018 Jul 13;17(1):94. doi: 10.1186/s12938-018-0525-1.
In ultrasound plane wave imaging (PWI), image details are often blurred by the off-axis artefacts resulting from high sidelobe. Recently plane wave compounding (PWC) is proposed as a promising technique for the sidelobe suppression in the PWI. However, its high demand for the frame number results in an obvious frame rate loss, which is intolerable in the ultrafast imaging modality. To reduce the number of frames required for compounding, coherence in the compounding frames should be exploited.
In this paper, we propose a global effective distance-based sidelobe suppressing method for the PWC with a limited frame number, where the global effective distance is introduced to measure the inter-frame coherence. Specifically, the effective distance is firstly computed by using a sparse representation-based algorithm. Then, the sidelobe localization is carried out on the basis of the effective distance. Finally, the target-dependent weighting factor is adopted to suppress the sidelobe.
To assert the superiority of our proposed method, we compare the performances of different sidelobe reduction methods on both simulated and experimental PWC data. In case of 5 steering angles, our method shows a 19 dB reduction in the peak sidelobe level compared to the normal PWC in the point spread function test, and the contrast ratio is enhanced by more than 10% in both the simulation and phantom studies.
Consequently, the proposed method is convinced to be a promising approach in enhancing the PWC image quality.
在超声平面波成像(PWI)中,由于旁瓣的高旁瓣,图像细节常常会变得模糊。最近,平面波复合(PWC)被提出作为一种抑制 PWI 中旁瓣的有前途的技术。然而,它对帧数的高要求导致了明显的帧率损失,这在超快速成像模式中是无法忍受的。为了减少复合所需的帧数,应该利用复合帧中的相干性。
在本文中,我们提出了一种基于全局有效距离的 PWC 旁瓣抑制方法,用于有限帧数的情况,其中引入了全局有效距离来测量帧间相干性。具体来说,首先通过使用基于稀疏表示的算法来计算有效距离。然后,根据有效距离进行旁瓣定位。最后,采用目标相关的加权因子来抑制旁瓣。
为了证明我们提出的方法的优越性,我们比较了不同旁瓣抑制方法在模拟和实验 PWC 数据上的性能。在 5 个转向角的情况下,与点扩散函数测试中的正常 PWC 相比,我们的方法在峰值旁瓣水平上降低了 19dB,并且在模拟和体模研究中,对比度比都提高了 10%以上。
因此,该方法被认为是一种增强 PWC 图像质量的有前途的方法。