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国家自然科学基金(61108081)

作品数:2 被引量:5H指数:2
相关作者:高峰赵会娟周仲兴更多>>
相关机构:天津大学更多>>
发文基金:国家自然科学基金更多>>
相关领域:理学自动化与计算机技术电气工程电子电信更多>>

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基于维纳解卷积技术的数字放射成像系统的过采样调制传递函数测量新方法(英文)被引量:2
2013年
本文针对数字放射系统的调制传递函数测量问题,提出一种基于维纳解卷积方法,从倾斜刀口图像中测量过采样调制传递函数的新方法。首先根据实际数字放射系统特性,模拟给定调制传递函数下倾斜刀口带噪图像,并获取对应的经过系统恶化后的过采样边界扩散函数,而后依据该边界扩散函数的中心边界位置,构建无恶化效应的理想边界扩散函数。为了满足傅里叶变换的绝对可积条件,对上述两类边界扩散函数进行镜像操作,构成偶对称模式的边界扩散函数。基于维纳解卷积,在已知理想边界扩散函数对称模式,并考虑系统噪声影响,可以从恶化过采样边界扩散函数的对称模式中获取过采样线扩散函数。该过采样线扩散函数的傅里叶归一化幅度即为系统的调制传递函数。本文同时给出了维纳参数值以及对称模式下边界响应函数宽度对解卷积结果准确性的影响。结果表明,针对倾斜刀口图像,基于本文提出的维纳解卷积方法可以有效的测量过采样调制传递函数。
周仲兴朱庆阵赵会娟高峰
Image reconstruction method for laminar optical tomography with only a single Monte-Carlo simulation被引量:3
2014年
Laminar optical tomography (LOT) is a new mesoscopic functional optical imaging technique. Currently, the forward problem of LOT image reconstruction is generally solved on the basis of Monte-Carlo (MC) methods. However, considering the nonlinear nature of the image reconstruction in LOT with the increasing number of source positions, methods based on MC take too much computation time. This letter develops a fast image reconstruction algorithm based on perturbation MC (pMC) for reconstructing the absorption or scattering image of a slab medium, which is suitable for LOT or other functional optical tomography system with narrow source-detector separation and dense sampling. To calculate the pMC parameters, i.e., the path length passed by a photon and the collision numbers experienced in each voxel with only one baseline MC simulation, we propose a scheme named as the trajectory translation and target voxel regression (TT&TVR) based on the reciprocity principle. To further speed up the image reconstruction procedure, the weighted average of the pMC parameters for all survival photons is adopted and the region of interest (ROI) is extracted from the raw data to save as the prior information of the image reconstruction. The method is applied to the absorption reconstruction of the layered inhomogeneous media. Results demonstrate that the reconstructing time is less than 20 s with the X - Y section of the sample subdivided into 50 × 50 voxels, and the target size quantitativeness ratio can be obtained in a satisfying accuracy in the source-detector separations of 0.4 and 1.25 mm, respectively.
贾梦宇崔姗姗陈雪影刘明周晓青赵会娟高峰
关键词:MONTE-CARLO模拟断层扫描非均匀介质MC方法
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