Near-Infrared Optical Imaging Based on Time-Domain Photon Information

被引:0
|
作者
Qiao Yaobin [1 ]
Chen Xin [1 ]
Guo Zhengyu [1 ]
机构
[1] China Airborne Missile Acad, Luoyang 471009, Henan, Peoples R China
关键词
image processing; image reconstruction technique; time-domain radiative transfer; sequential quadratic programming; step acceleration method;
D O I
10.3788/AOS201939.0112011
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The time-domain radiative transfer equation is used to simulate the propagation of pulsed laser in dispersive medium. The generalized Guess-Markov random field model is adopted to establish a regularization term and thus the ill-posed property of an inverse problem is overcome. The inverse problem is solved by the step acceleration method combined with the sequential quadratic programming algorithm. An optical imaging algorithm which does not rely on the initial values is proposed to reconstruct the distributions of absorption and scattering coefficients in the two-dimensional dispersive medium. The near-infrared optical imaging of the cancerous biological tissues is simulated. The research results show that the proposed algorithm can not only relatively well solve the initial value dependent problem, but also possesses high accuracy. The reconstructed images can show the inner structures of medium clearly.
引用
收藏
页数:11
相关论文
共 31 条
  • [11] A PDE-constrained SQP algorithm for optical tomography based on the frequency-domain equation of radiative transfer
    Kim, Hyun Keol
    Hielscher, Andreas H.
    [J]. INVERSE PROBLEMS, 2009, 25 (01)
  • [12] Optical tomography using the time-independent equation of radiative transfer - Part 2: inverse model
    Klose, AD
    Hielscher, AH
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2002, 72 (05): : 715 - 732
  • [13] Optical tomography with the equation of radiative transfer
    Klose, Alexander D.
    Hielscher, Andreas H.
    [J]. INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW, 2008, 18 (3-4) : 443 - 464
  • [14] The forward and inverse problem in tissue optics based on the radiative transfer equation: A brief review
    Klose, Alexander D.
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2010, 111 (11): : 1852 - 1853
  • [15] Li H J., 2011, ACTA OPT SINICA, V31
  • [16] Lin X M., 2014, AERO WEAPONRY, V39, P12
  • [17] Sensitivity analysis to optical properties of biological tissues subjected to a short-pulsed laser using the time-dependent radiative transfer equation
    Marin, M.
    Asllanaj, F.
    Maillet, D.
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2014, 133 : 117 - 127
  • [18] POWELL MJD, 1978, CONVERGENCE VARIABLE, P27
  • [19] An efficient and robust reconstruction method for optical tomography with the time-domain radiative transfer equation
    Qiao, Yaobin
    Qi, Hong
    Chen, Qin
    Ruan, Liming
    Tan, Heping
    [J]. OPTICS AND LASERS IN ENGINEERING, 2016, 78 : 155 - 164
  • [20] 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