Three-dimensional optical tomography with the equation of radiative transfer

被引:74
作者
Abdoulaev, GS [1 ]
Hielscher, AH [1 ]
机构
[1] Columbia Univ, Dept Biomed Engn & Radiol, New York, NY 10027 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1117/1.1587730
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We report on the derivation and implementation of the first three-dimensional optical tomographic image reconstruction scheme that is based on the time-independent equation of radiative transfer (ERT) and allows for arbitrarily shaped medium boundaries and arbitrary spatial material distributions. The scheme builds on the concept of model-based iterative image reconstruction, in which a forward model provides prediction of detector readings, and a gradient-based updating scheme minimizes an appropriately defined objective function. The forward model is solved by using an even-parity formulation of the ERT which lends itself to a finite-element discretization method. The finite-element technique provides the suitable framework for predicting light propagation in arbitrarily shaped three-dimensional media. For an efficient way of calculating the gradient of the objective function we have implemented an adjoint differentiation scheme. Initial reconstruction results using synthetic data from simple media and a three-dimensional mesh of the human forehead illustrate the performance of the code. (C) 2003 SPIE and IST.
引用
收藏
页码:594 / 601
页数:8
相关论文
共 50 条
[1]  
ALCOUFFE RE, 1995, LA12969M
[2]  
ALCOUFFE RE, 1987, LA10983MS
[3]  
ARONSON R, 1991, MODERN MATH METHODS, P64
[4]   Optical tomography in medical imaging [J].
Arridge, SR .
INVERSE PROBLEMS, 1999, 15 (02) :R41-R93
[5]   The finite element model for the propagation of light in scattering media: A direct method for domains with nonscattering regions [J].
Arridge, SR ;
Dehghani, H ;
Schweiger, M ;
Okada, E .
MEDICAL PHYSICS, 2000, 27 (01) :252-264
[6]   Three-dimensional optical-tomographic localization of changes in absorption coefficients in the human brain [J].
Bluestone, A ;
Abdoulaev, G ;
Barbour, R ;
Schmitz, C ;
Hielscher, AH .
OPTICAL TOMOGRAPHY AND SPECTROSCOPY OF TISSUE IV, 2001, 4250 :258-268
[7]   Three-dimensional optical tomography of hemodynamics in the human head [J].
Bluestone, AY ;
Abdoulaev, G ;
Schmitz, CH ;
Barbour, RL ;
Hielscher, AH .
OPTICS EXPRESS, 2001, 9 (06) :272-286
[8]  
Case K. M., 1967, LINEAR TRANSPORT THE
[9]   Giving reverse differentiation a helping hand [J].
Christianson, DB ;
Davies, AJ ;
Dixon, LCW ;
Roy, R ;
VanderZee, P .
OPTIMIZATION METHODS & SOFTWARE, 1997, 8 (01) :53-67
[10]  
CIARLET P. G., 1978, The Finite Element Method for Elliptic Problems