Fast inverse Monte Carlo simulation for extracting the optical properties of cylindrical tissue

Huijuan Zhao; Xiaoqing Zhou; Hao Li; Jierong Ma; Kexin Xu

doi:10.1117/12.807580

12 February 2009 Fast inverse Monte Carlo simulation for extracting the optical properties of cylindrical tissue

Huijuan Zhao, Xiaoqing Zhou, Hao Li, Jierong Ma, Kexin Xu

Proceedings Volume 7174, Optical Tomography and Spectroscopy of Tissue VIII; 71741P (2009) https://doi.org/10.1117/12.807580
Event: SPIE BiOS, 2009, San Jose, California, United States

Abstract

This article aims at the development of the fast inverse Monte Carlo (MC) simulation for the reconstruction of optical properties (absorption coefficient and scattering coefficient ) of cylindrical tissue [1], such as a cervix, from the measurement of near infrared diffuse light on frequency domain. Frequency domain information (amplitude and phase) is extracted from the time domain MC with a modified method. To shorten the computation time in reconstruction of optical properties, efficient and fast forward MC has to be achieved. To do this, firstly, databases of the frequency-domain information under a range of μ_a and μ_s were pre-built by combining MC simulation with Lambert-Beer's law. Then, a double polynomial model was adopted to quickly obtain the frequency-domain information in any optical properties. Based on the fast forward MC, the optical properties can be quickly obtained in a nonlinear optimization scheme. Reconstruction resulting from simulated data showed that the developed inverse MC method has the advantages in both the reconstruction accuracy and computation time. The relative errors in reconstruction of the μ_a and μ_s are less than ±6% and ±12% respectively, while another coefficient (μ_a or μ_s) is in a fixed value. When both μ_a and μ_s are unknown, the relative errors in reconstruction of the reduced scattering coefficient and absorption coefficient are mainly less than ±10% in range of 45 < μ_s <80 cm^-1 and 0.25< μ_a <0.55 cm^-1. With the rapid reconstruction strategy developed in this article the computation time for reconstructing one set of the optical properties is less than 0.5 second.

Citation Download Citation

Huijuan Zhao, Xiaoqing Zhou, Hao Li, Jierong Ma, and Kexin Xu "Fast inverse Monte Carlo simulation for extracting the optical properties of cylindrical tissue", Proc. SPIE 7174, Optical Tomography and Spectroscopy of Tissue VIII, 71741P (12 February 2009); https://doi.org/10.1117/12.807580

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