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Nonlinear Fitting Procedure for Accurate Time-resolved Measurements in Diffusive Media

机译:扩散介质中精确时间分辨测量的非线性拟合程序

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摘要

In this work we studied the accuracy of a non-linear fitting procedure, based on the Levenberg-Marquardt algorithm, for time-resolved measurements to retrieve the absorption and the reduced scattering coefficients of an absorbing diffusive medium. This procedure is suitable for retrieving optical properties in a wider range of situations (e.g. solid samples, reflectance geometry), with respect to the linear inversion procedures recently presented for both CW and time domain measurements. By means of both analytical and numerical (Monte Carlo) simulations, we quantified the influence of photon counts, temporal sampling, analytical model, background and instrument response function on the accuracy in the estimation of the optical properties. Furthermore, we validated our results with preliminary measurements on calibrated diffusive solutions. The main source of error that affects the accuracy of the absorption and reduced scattering coefficients retrieved by the non-linear procedure appears to be the analytical model adopted in the inversion procedure.
机译:在这项工作中,我们研究了基于Levenberg-Marquardt算法的非线性拟合过程的精度,用于时间分辨测量以获取吸收扩散介质的吸收系数和降低的散射系数。相对于最近针对CW和时域测量提出的线性反演程序,该程序适用于在更广泛的情况下(例如,固体样品,反射率几何形状)检索光学特性。通过分析和数值模拟(蒙特卡罗),我们量化了光子计数,时间采样,分析模型,背景和仪器响应函数对光学特性估算准确性的影响。此外,我们通过对校准扩散溶液的初步测量验证了我们的结果。影响非线性计算过程中吸收精度和降低散射系数的误差的主要来源似乎是反演过程中采用的分析模型。

著录项

  • 来源
    《Diffuse optical imaging II》|2009年|P.73691C.1-73691C.8|共8页
  • 会议地点 Munich(DE)
  • 作者单位

    IFN-CNR, Istituto di Fotonica e Nanotecnologie - Sezione di Milano, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy;

    Dipartimento di Fisica, Universita degli Studi di Firenze, Via G. Sansone 1, 1-50019 Sesto Fiorentino, Firenze, Italy;

    Politecnico di Milano - Dipartimento di Fisica, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy Research Unit IIT - Politecnico di Milano, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy;

    IFN-CNR, Istituto di Fotonica e Nanotecnologie - Sezione di Milano, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy Politecnico di Milano - Dipartimento di Fisica, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy Research Unit IIT - Politecnico di Milano, Piazza Leonardo da Vinci 32, 1-20133 Milan, Italy ULTRAS-INFM-CNR, National Laboratory for Ultrafast and Ultrai;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 光、激光生物医学;
  • 关键词

    photon migration; medical optics instrumentation; spectroscopy; tissue diagnostics; turbid media;

    机译:光子迁移;医疗光学仪器;光谱学组织诊断;浑浊的介质;
  • 入库时间 2022-08-26 14:31:15

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