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Accurate reconstruction of the optical parameter distribution in participating medium based on the frequency-domain radiative transfer equation

  • Yao Bin Qiao
  • , Hong Qi*
  • , Fang Zhou Zhao
  • , Li Ming Ruan
  • *Corresponding author for this work
  • School of Energy Science and Engineering, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Reconstructing the distribution of optical parameters in the participating medium based on the frequency-domain radiative transfer equation (FD-RTE) to probe the internal structure of the medium is investigated in the present work. The forward model of FD-RTE is solved via the finite volume method (FVM). The regularization term formatted by the generalized Gaussian Markov random field model is used in the objective function to overcome the ill-posed nature of the inverse problem. The multi-start conjugate gradient (MCG) method is employed to search the minimum of the objective function and increase the efficiency of convergence. A modified adjoint differentiation technique using the collimated radiative intensity is developed to calculate the gradient of the objective function with respect to the optical parameters. All simulation results show that the proposed reconstruction algorithm based on FD-RTE can obtain the accurate distributions of absorption and scattering coefficients. The reconstructed images of the scattering coefficient have less errors than those of the absorption coefficient, which indicates the former are more suitable to probing the inner structure.

Original languageEnglish
Article number120201
JournalChinese Physics B
Volume25
Issue number12
DOIs
StatePublished - Dec 2016
Externally publishedYes

Keywords

  • adjoint differentiation
  • frequency-domain radiative transfer equation
  • inverse problem
  • multi-start conjugate gradient method

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