结合广义旁瓣对消和滤波器的特征空间波束形成器在平面波超声图像生成中的实现

L. Neves, J. Maia, A. Zimbico, Felipe Meira Ribas, A. Assef, F. Schneider, E. Costa
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引用次数: 1

摘要

与传统模式相比,平面波的使用使图像具有更高的帧率。因此,为了提高平面波图像的质量,需要研究新的处理技术。使用与广义旁瓣对消(EBGSC)相关的特征空间波束形成技术减少了干扰和噪声的影响,最小化了旁瓣,与延迟和和(DAS)和最小方差(MV)方法相比,提供了更高的对比度和分辨率的图像。滤波器也可以应用后图像处理,以减少斑点信号存在于超声图像,如维纳和宽滤波器。本文提出了采用维纳滤波器和宽滤波器的EBGSC方法来改进平面波超声图像的处理。结合Wiener filter (EBGSC- w)的EBGSC方法与DAS和GSC方法相比,分别提高了70%和57.2%。利用半最大全宽度(FWHM)参数对几何畸变进行了评估,与DAS和GSC方法相比,EBGSC-W的横向FWHM分别减少了63%和25%,接近目标尺寸的实际值(0.1 mm)。带宽滤波器的EBGSC方法(EBGSC- k)在横向FWHM方面表现出改善,但由于信息丢失,对比度恶化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Eigenspace Beamformer combined with Generalized Sidelobe Canceler and Filters for Generating Plane Wave Ultrasound Image
The use of plane waves allows images with higher frame rates compared to conventional modes. Thus, new processing techniques are studied in order to improve the planewave image quality. The use of the Eigenspace Beamformer technique associated with the Generalized Sidelobe Canceler (EBGSC) reduces the effects of interference and noise, minimizing sidelobes and providing images with higher contrast and resolution compared to the Delay and Sum (DAS) and the Minimum Variance (MV) methods. Filters can also be applied after image processing to reduce speckle signals present in ultrasound images such as the Wiener and Kuan filter. This work presents the implementation of the EBGSC method with Wiener and Kuan filters to improve the processing of plane wave ultrasound images. The EBGSC method combined with Wiener filter (EBGSC-W) showed an improvement in the contrast of 70 % and 57.2 % when compared to the DAS and GSC methods, respectively. The geometric distortion was evaluated using the parameter of the full width at half maximum (FWHM) and the EBGSC-W also obtained a reduction in lateral FWHM by 63 % and 25 % compared to the DAS and GSC methods, respectively, approaching to the actual value of the target size (0.1 mm). The EBGSC method with the Kuan filter (EBGSC-K) showed improvements in the lateral FWHM, however, it worsened the contrast, with loss of information.
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