The forward and inverse models in time-resolved optical tomography imaging and their finite-element method solutions

被引:21
作者
Gao, F [1 ]
Niu, H [1 ]
Zhao, H [1 ]
Zhang, H [1 ]
机构
[1] Acad Sinica, Xian Inst Opt & Precis Mech, Xian 710068, Shaanxi, Peoples R China
关键词
optical tomography; finite-element method; image reconstruction; inverse problem;
D O I
10.1016/S0262-8856(98)00078-X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Time-resolved optical computerized tomographic imaging has gained widespread attention in biomedical research recently because of its non-invasiveness and non-destructiveness to biological and several attempts, aimed at implementing a practical system, have been made for eliminating the obstacles arising from multiple light scattering of biological tissue. In this paper the basic principle of time-resolved optical absorption and scattering tomography is first presented. The diffusion approximation-based photon transport model in a highly scattering tissue, which offers an advantage in speed in comparison vath other stochastic models, and the procedure for solving this forward model by using the finite-element method (FEM) are then accessed. Theoretically, a commonly used iterative steepest descent algorithm for solving the inverse problem is introduced based on the FEM solution of Jacobian of the forward operator. Owing to the ill-posed Jacobian matrix of the forward operator caused by scatter-dominated photon propagation and unavoidable influence of the noise from the measurement process, a Tikhonov-Miller regularization method is applied to the inverse problem in order to provide an acceptable approximation to its solution. A universal strategy for the FEM solution to the optical tomography problem several numerically simulated images of absorbers and scatters embedded in a homogeneous tissue sample are reconstructed from either mean-time-of-flight or integrated intensity data for the verification of the approach. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:703 / 712
页数:10
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