• DocumentCode
    2804704
  • Title

    Optical property characterization based on a phase function approximation model

  • Author

    Cong, A. ; Cong, W. ; Shen, H. ; Wang, G. ; Lu, Y. ; Chatziioannou, A.

  • Author_Institution
    VT-WFU Sch. of Biomed. Eng & Sci, Virginia Tech, Blacksburg, VA, USA
  • fYear
    2009
  • fDate
    June 28 2009-July 1 2009
  • Firstpage
    446
  • Lastpage
    449
  • Abstract
    Recently, we generalized the Delta-Eddington phase function and applied it to the radiative transfer equation for modeling the photon propagation in biological tissue. The resultant phase approximation model was shown to be highly accurate with a wide range of optical properties, including the strongly absorbing and weakly scattering media. In this paper, we propose phase-approximation-based method for estimating the optical parameters. Specifically, we design an iterative algorithm to take advantage of both the global search ability of the differential evolution algorithm and the efficiency of the conjugate gradient method. Then, we demonstrate the feasibility and merits of the proposed method in both numerical simulation and phantom experiments.
  • Keywords
    bio-optics; biological tissues; biology computing; biomedical optical imaging; conjugate gradient methods; evolutionary computation; iterative methods; medical computing; modelling; radiative transfer; search problems; Delta-Eddington phase function; biological tissue photon propagation; conjugate gradient method; differential evolution algorithm; global search ability; iterative algorithm; optical property characterization; phantom experiments; phase approximation based method; phase function approximation model; photon propagation modeling; radiative transfer equation; strongly absorbing media; weakly scattering media; Biological system modeling; Biological tissues; Biomedical optical imaging; Equations; Function approximation; Iterative algorithms; Optical propagation; Optical scattering; Parameter estimation; Particle scattering; Bioluminescence Tomography (BLT); Phase Approximation (PA);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-3931-7
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2009.5193080
  • Filename
    5193080