Three-dimensional optical tomography with the equation of radiative transfer
- 1 October 2003
- journal article
- Published by SPIE-Intl Soc Optical Eng in Journal of Electronic Imaging
- Vol. 12 (4) , 594-601
- https://doi.org/10.1117/1.1587730
Abstract
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. © 2003 SPIE and IS&T.Keywords
This publication has 42 references indexed in Scilit:
- Boundary conditions for light propagation in diffusive media with nonscattering regionsJournal of the Optical Society of America A, 2000
- Optical tomography in the presence of void regionsJournal of the Optical Society of America A, 2000
- The finite element model for the propagation of light in scattering media: A direct method for domains with nonscattering regionsMedical Physics, 2000
- Photon migration in non-scattering tissue and the effects on image reconstructionPhysics in Medicine & Biology, 1999
- Optical tomographic reconstruction in a complex head model using a priori region boundary informationPhysics in Medicine & Biology, 1999
- Optical tomography in medical imagingInverse Problems, 1999
- Two- and three-dimensional optical tomography of finger joints for diagnostics of rheumatoid arthritisPublished by SPIE-Intl Soc Optical Eng ,1998
- Comparison of finite-difference transport and diffusion calculations for photon migration in homogeneous and heterogeneous tissuesPhysics in Medicine & Biology, 1998
- Theoretical and experimental investigation of near-infrared light propagation in a model of the adult headApplied Optics, 1997
- An investigation of light transport through scattering bodies with non-scattering regionsPhysics in Medicine & Biology, 1996