首页> 外文期刊>Journal of the Optical Society of America, A. Optics, image science, and vision >Three-dimensional reconstruction of particle holograms: a fast and accurate multiscale approach
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Three-dimensional reconstruction of particle holograms: a fast and accurate multiscale approach

机译:三维全息图全息重建:一种快速,准确的多尺度方法

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摘要

In-line digital holography is an imaging technique that is being increasingly used for studying three-dimensional flows. It has been previously shown that very accurate reconstructions of objects could be achieved with the use of an inverse problem framework. Such approaches, however, suffer from higher computational times compared to less accurate conventional reconstructions based on hologram backpropagation. To overcome this computational issue, we propose a coarse-to-fine multiscale approach to strongly reduce the algorithm complexity. We illustrate that an accuracy comparable to that of state-of-the-art methods can be reached while accelerating parameter-space scanning.
机译:在线数字全息术是一种成像技术,正在越来越多地用于研究三维流。先前已经表明,使用逆问题框架可以实现对象的非常精确的重建。但是,与基于全息图反向传播的精度较低的常规重建相比,此类方法的计算时间更长。为了克服这个计算问题,我们提出了一种从粗到精的多尺度方法来大大降低算法复杂度。我们说明,在加速参数空间扫描的同时,可以达到与最新方法相当的精度。

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