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基于高斯随机椭球体几何形状的光散射光谱法对不规则颗粒进行形态计量学恢复

Gaussian random ellipsoid geometry-based morphometric recovery of irregular particles using light scattering spectroscopy.

作者信息

Hajihashemi M Reza, Jiang Huabei

机构信息

Department of Biomedical Engineering, University of Florida, Gainesville, FL.

出版信息

J Quant Spectrosc Radiat Transf. 2013 Mar 1;118:86-95. doi: 10.1016/j.jqsrt.2012.12.015. Epub 2012 Dec 31.

Abstract

The purpose of this study is to extend the capabilities of multispectral optical imaging techniques for morphological characterization of irregular particles, encountered in several applications. We have utilized the Gaussian random ellipsoid model to quantize the shape elongation and deviation in complex-shaped particles. Compared with the Gaussian random sphere model, it is more realistic and is applicable to wider range of irregular particles with minimum possible of free parameters. By processing the reduced light scattering spectra, the proposed inverse technique can simultaneously recover the size, volume fraction, elongation, and shape deformation of particles that are randomly oriented within a colloidal suspension. The discrete dipole approximation is employed in forward light scattering calculations and input synthetic data generation. To investigate the robustness of our algorithm in coping with real scenarios, we have added different levels of noise to the observed scattering spectra. The results demonstrate the potential of our technique to non-invasively recover the morphology parameters of irregular particles.

摘要

本研究的目的是扩展多光谱光学成像技术的能力,以对在多种应用中遇到的不规则颗粒进行形态表征。我们利用高斯随机椭球体模型来量化复杂形状颗粒的形状伸长和偏差。与高斯随机球体模型相比,它更符合实际,适用于更广泛的不规则颗粒,且自由参数尽可能少。通过处理简化的光散射光谱,所提出的反演技术能够同时恢复胶体悬浮液中随机取向颗粒的尺寸、体积分数、伸长率和形状变形。在正向光散射计算和输入合成数据生成中采用了离散偶极近似。为了研究我们算法在应对实际场景时的稳健性,我们在观测到的散射光谱中添加了不同水平的噪声。结果表明了我们的技术在无创恢复不规则颗粒形态参数方面的潜力。

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