An efficient and robust reconstruction method for optical tomography with the time-domain radiative transfer equation

被引:21
|
作者
Qiao, Yaobin [1 ]
Qi, Hong [1 ]
Chen, Qin [1 ]
Ruan, Liming [1 ]
Tan, Heping [1 ]
机构
[1] Harbin Inst Technol, Sch Energy Sci & Engn, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Complex-variable-differentiation method; Optical tomography; Time-domain equation of radiative transfer; Multi-start iterative technique; INFRARED LASER SPECTROSCOPY; FREQUENCY-DOMAIN; ITERATIVE RECONSTRUCTION; NUMERICAL DEVELOPMENTS; INDEPENDENT EQUATION; TRANSPORT; ALGORITHM; FORMULATION; MEDIA;
D O I
10.1016/j.optlaseng.2015.10.011
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
An efficient and robust method based on the complex-variable-differentiation method (CVDM) is proposed to reconstruct the distribution of optical parameters in two-dimensional participating media. An upwind-difference discrete-ordinate formulation of the time-domain radiative transfer equation is well established and used as forward model. The regularization term using generalized Gaussian Markov random field model is added in the objective function to overcome the ill-posed nature of the radiative inverse problem. The multi-start conjugate gradient method was utilized to accelerate the convergence speed of the inverse procedure. To obtain an accurate result and avoid the cumbersome formula of adjoint differentiation model, the CVDM was employed to calculate the gradient of objective function with respect to the optical parameters. All the simulation results show that the CVDM is efficient and robust for the reconstruction of optical parameters. (c) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:155 / 164
页数:10
相关论文
共 50 条
  • [1] Deep Learning of Diffuse Optical Tomography Based on Time-Domain Radiative Transfer Equation
    Takamizu, Yuichi
    Umemura, Masayuki
    Yajima, Hidenobu
    Abe, Makito
    Hoshi, Yoko
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (24):
  • [2] Modified accelerate iteration for optical property reconstruction based on time-domain radiative transfer equation
    Zhao, Fang-Zhou
    Qi, Hong
    Zhao, Ying
    He, Ming-Jian
    Ren, Ya-Tao
    [J]. LASER PHYSICS, 2021, 31 (09)
  • [3] Application of SQP algorithm for fluorescence tomography with the time-domain equation of radiative transfer
    Qiao, Yao-Bin
    Qi, Hong
    Ren, Ya-Tao
    Sun, Jian-Ping
    Ruan, Li-Ming
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2017, 193 : 21 - 30
  • [4] Efficient optical parameter mapping based on time-domain radiative transfer equation combined with parallel programming
    Zhao, Fang-Zhou
    Qi, Hong
    Yao, Gang
    Ren, Ya-Tao
    [J]. OPTICS EXPRESS, 2020, 28 (01): : 270 - 287
  • [5] Improved optical tomography based on hybrid frequency-domain and time-domain radiative transfer model
    Zhao, Fang-Zhou
    Qi, Hong
    Liu, Shao-Bin
    Ren, Ya-Tao
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2020, 111
  • [6] Frequency domain optical tomography based on the equation of radiative transfer
    Ren, Kui
    Bal, Guillaume
    Hielscher, Andreas H.
    [J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2006, 28 (04): : 1463 - 1489
  • [7] Simplified spherical harmonics approximation of the time-dependent equation of radiative transfer for the forward problem in time-domain diffuse optical tomography
    Berube-Lauziere, Yves
    Issa, Vivian
    Dominguez, Jorge Bouza
    [J]. OPTICAL TOMOGRAPHY AND SPECTROSCOPY OF TISSUE VIII, 2009, 7174
  • [8] Iterative reconstruction scheme for optical tomography based on the equation of radiative transfer
    Klose, AD
    Hielscher, AH
    [J]. MEDICAL PHYSICS, 1999, 26 (08) : 1698 - 1707
  • [9] Image Reconstruction for Diffuse Optical Tomography Based on Radiative Transfer Equation
    Bi, Bo
    Han, Bo
    Han, Weimin
    Tang, Jinping
    Li, Li
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2015, 2015
  • [10] An efficient multiscale method for time-domain waveform tomography
    Boonyasiriwat, Chaiwoot
    Valasek, Paul
    Routh, Partha
    Cao, Weiping
    Schuster, Gerard T.
    Macy, Brian
    [J]. GEOPHYSICS, 2009, 74 (06) : WCC59 - WCC68