光学学报, 2013, 33 (6): 0617002, 网络出版: 2013-05-22   

基于球谐函数参数化描述的形状扩散光学层析成像方法

Pilot Investigation into Shape-Based Diffuse Optical Tomography Methodology with Spherical Harmonics Parameterization
作者单位
1 天津大学精密仪器与光电子工程学院, 天津 300072
2 天津市生物医学检测技术与仪器重点实验室, 天津 300072
摘要
基于球谐函数参数化描述方法和组织器官光学特性分区均匀性假设,提出了一种稳态测量模式下形状扩散光学层析(DOT)成像方法,它能同时重建组织器官的形状及其内部光学参数。该方法中,正向模型采用扩散方程的边界元数值解法,图像反演则采用Levenberg-Marquardt优化算法。用不同噪声水平下的模拟数据和简化的仿体模型分别进行了模拟和实验验证。重建结果表明,所提出的算法具有较快的收敛速度和较好的全局收敛性,并能有效地恢复目标区域的形状参数和光学参数。
Abstract
A shape-based approach of image reconstruction under continues-wave mode is developed for diffuse optical tomography (DOT), which aims to simultaneously recover the smooth region boundaries and optical parameters of the biological tissue. The method is based on the spherical harmonics parameterization methodology and an assumption that different anatomical regions have their respective sets of the homogeneous optical parameter distributions. The boundary element method (BEM) is used for forward modeling, and a Levenberg-Marquardt optimization method is implemented for the inverse problem. The proposed scheme is validated using a domain with two heterogeneous inclusions, the shape parameters and the optical coefficients of the domains can be simultaneously reconstructing at different noise levels. And physical experiment on a phantom is also conducted to evaluate the performance of our method. The reconstructed results show that the methodology is very promising and of good convergence. The homogeneous optical parameters and shape parameters of each region can be reconstructed with good accuracy.

武林会, 赵会娟, 易茜, 张伟, 高峰. 基于球谐函数参数化描述的形状扩散光学层析成像方法[J]. 光学学报, 2013, 33(6): 0617002. Wu Linhui, Zhao Huijuan, Yi Xi, Zhang Wei, Gao Feng. Pilot Investigation into Shape-Based Diffuse Optical Tomography Methodology with Spherical Harmonics Parameterization[J]. Acta Optica Sinica, 2013, 33(6): 0617002.

本文已被 1 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!