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首页> 外文期刊>IEEE Transactions on Signal Processing >Direct algebraic reconstruction and optimal sampling in vector field tomography
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Direct algebraic reconstruction and optimal sampling in vector field tomography

机译:矢量场层析成像中的直接代数重建和最佳采样

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摘要

Vector field tomography has been proven to be a very powerful technique for the noninvasive determination of vector field distribution such as in the case of a fluid velocity field. We show that classical tomographic sampling conditions ran essentially be applied to vector field tomography. Thus, essentially the same sampling schemes are obtained, and the interlaced scheme is also shown to be the most efficient scheme in vector field tomography. We then propose a direct algebraic approach for vector field tomography, with an efficient and robust algorithm for interlaced schemes. Numerical experiments showing the superiority of interlaced schemes are provided.
机译:矢量场层析成像技术已被证明是一种非常强大的技术,可用于无创确定矢量场分布,例如在流体速度场的情况下。我们表明,经典的层析成像采样条件实际上已应用于矢量场层析成像。因此,基本上获得了相同的采样方案,并且隔行扫描方案也被证明是矢量场断层扫描中最有效的方案。然后,我们提出了一种用于矢量场层析成像的直接代数方法,以及一种针对隔行扫描方案的高效且鲁棒的算法。数值实验表明了隔行扫描方案的优越性。

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