A born type iterative method for imaging of heterogeneous scattering media and its application to simulated breast tissue

被引:4
作者
Yao, YQ
Pei, YL
Wang, Y
Barbour, RL
机构
来源
OPTICAL TOMOGRAPHY AND SPECTROSCOPY OF TISSUE: THEORY, INSTRUMENTATION, MODEL, AND HUMAN STUDIES II, PROCEEDINGS OF | 1997年 / 2979卷
关键词
optical imaging; image reconstruction; Born approximation; inverse scattering; diffusion model; finite element method; CGD method;
D O I
10.1117/12.280250
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this paper, we present a Born-Type iterative algorithm for reconstruction of absorption and diffusion coefficient distributions of a heterogeneous scattering medium. This method is derived based on the integral form of the diffusion equation far the photon flux. It takes into account the nonlinear nature of the problem by using an iterative perturbation approach. Within each iteration, the forward problem (update of the total field and Green's function) is solved by the finite element method (FEM), and the inverse problem (update of the medium properties) is obtained by a regularized least squares method. This method has been used to reconstruct ''pathologies'' embedded in an inhomogeneous test medium simulating a normal female breast from frequency domain data. The test medium is constructed by assigning optical coefficients according to a BIR derived anatomical map. Our simulation results show that the algorithm is computationally practical and can yield qualitatively and quantitatively correct absorption and scattering distributions of embedded objects from simulated data with up to 5% additive noise in the simulated measurement data.
引用
收藏
页码:232 / 240
页数:9
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