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首页> 外文期刊>Journal of Digital Imaging >A Motion Compounding Technique for Speckle Reduction in Ultrasound Images
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A Motion Compounding Technique for Speckle Reduction in Ultrasound Images

机译:减少超声图像斑点的运动合成技术

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摘要

The quality of ultrasound images is usually influenced by speckle noise and the temporal decorrelation of the speckle patterns. To reduce the speckle noise, compounding techniques have been widely applied. Partially correlated images scanned on the same subject cross-section are combined to generate a compound image with improved image quality. However, the compounding technique might introduce image blurring if the transducer or the target moves too fast. This blurring effect becomes especially critical when assessing tissue deformation in clinical motion examinations. In this paper, an ultrasound motion compounding system is proposed to improve the quality of ultrasound motion sequences. The proposed motion compounding technique uses a hierarchical adaptive feature weighted motion estimation method to realign the frames before compounding. Each frame is first registered and warped to the reference frame before being compounded to reduce the speckle noise. Experimental results showed that the motion could be assessed accurately and better visualization could be achieved for the compound images, with improved signal-to-noise and contrast-to-noise ratios.
机译:超声图像的质量通常受斑点噪声和斑点图案的时间去相关影响。为了减少斑点噪声,已经广泛地应用了复合技术。合并在相同对象横截面上扫描的部分相关图像,以生成具有改进图像质量的复合图像。但是,如果换能器或目标运动太快,则复合技术可能会导致图像模糊。在临床运动检查中评估组织变形时,这种模糊效果变得尤为关键。本文提出了一种超声运动复合系统,以提高超声运动序列的质量。所提出的运动合成技术使用分层自适应特征加权运动估计方法在合成之前重新对齐帧。首先将每个帧配准并扭曲到参考帧,然后再进行复合以减少斑点噪声。实验结果表明,可以对运动图像进行准确评估,并且可以改善复合图像的可视化效果,并改善信噪比和对比度噪声比。

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