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An improved spatio-temporally smoothed coherence factor combined with eigenspace-based minimun variance beamformer for plane-wave imaging in medical ultrasound

机译:改进的时空平滑相干因子与基于特征空间的最小方差波束形成器相结合的医学超声平面波成像

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Plane-wave imaging plays a highly significant role o wing to the special demand for high frame rate, however, its po or image quality hinders its application in ultrasound industrie s. Many scholars have attempted to give a wide variety of soluti ons to improve the image quality, however, each of them has li mitations or compromises. In this study, we improve the spatio -temporally smoothed factor beamformer by introducing an ad justable factor to adaptively assign some special imaging param eters, and then combine eigen space-based minimum variance beamformer into our method, aiming to further improve the im age quality. Simulated and experimental datasets demonstrate that the proposed methods could improve the robustness of alg orithm with speckle pattern consistency and markedly remove the artifacts, while preserving effective ability to suppress clutt er and side-lobes.
机译:由于对高帧频的特殊需求,平面波成像起着非常重要的作用,但是,其波点或图像质量阻碍了其在超声工业中的应用。许多学者尝试提供各种各样的解决方案来改善图像质量,但是,每个人都有局限性或折衷之处。在这项研究中,我们通过引入可调整的因子来自适应地分配一些特殊的成像参数来改进时空平滑因子波束形成器,然后将基于特征空间的最小方差波束形成器结合到我们的方法中,以进一步提高图像质量。仿真和实验数据集表明,所提出的方法可以提高散斑图一致性的算法的稳健性,并显着去除伪影,同时保留抑制杂波和旁瓣的有效能力。

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