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
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