Delft University of Technology, Faculty of Applied Sciences, Dept. of Chemical Engineering, 2629 HZ Delft, The Netherlands.
JM Burgerscentrum for Fluid Mechanics, 2628 CD Delft, The Netherlands.
Phys Rev E. 2019 Sep;100(3-1):033317. doi: 10.1103/PhysRevE.100.033317.
Laser speckle imaging (LSI) can be used to study dynamic processes in turbid media, such as blood flow. However, it is presently still challenging to obtain meaningful quantitative information from speckle, mainly because speckle is the interferometric summation of multiply scattered light. Consequently, speckle represents a convolution of the local dynamics of the medium. In this paper, we present a computational model for simulating the LSI process, which we aim to use for improving our understanding of the underlying physics. Thereby reliable methods for extracting meaningful information from speckle can be developed. To validate our code, we apply it to a case study resembling blood flow: a cylindrical fluid flow geometry seeded with small spherical particles and modulated with a heartbeat signal. From the simulated speckle pattern, we successfully retrieve the main frequency modes of the original heartbeat signal. By comparing Poiseuille flow to plug flow, we show that speckle boiling causes a small amount of uniform spectral noise. Our results indicate that our computational model is capable of simulating LSI and will therefore be useful in future studies for further developing LSI as a quantitative imaging tool.
激光散斑成像(LSI)可用于研究混浊介质中的动态过程,如血流。然而,目前仍然难以从散斑中获得有意义的定量信息,主要是因为散斑是多次散射光的干涉总和。因此,散斑代表了介质局部动力学的卷积。在本文中,我们提出了一种用于模拟 LSI 过程的计算模型,旨在用于加深对潜在物理的理解。从而可以开发出从散斑中提取有意义信息的可靠方法。为了验证我们的代码,我们将其应用于类似于血流的案例研究:圆柱形流体流动几何形状,用小球形粒子播种,并通过心跳信号进行调制。从模拟的散斑图案中,我们成功地恢复了原始心跳信号的主要频率模式。通过比较泊肃叶流和塞流,我们表明散斑沸腾会导致少量均匀的光谱噪声。我们的结果表明,我们的计算模型能够模拟 LSI,因此在未来的研究中,它将有助于进一步开发 LSI 作为一种定量成像工具。