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Qualitative Simulation of Photon Transport in Free Space Based on Monte Carlo Method and Its Parallel Implementation

机译:基于蒙特卡罗方法的自由空间光子传输的定性模拟及其并行实现

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摘要

During the past decade, Monte Carlo method has obtained wide applications in optical imaging to simulate photon transport process inside tissues. However, this method has not been effectively extended to the simulation of free-space photon transport at present. In this paper, a uniform framework for noncontact optical imaging is proposed based on Monte Carlo method, which consists of the simulation of photon transport both in tissues and in free space. Specifically, the simplification theory of lens system is utilized to model the camera lens equipped in the optical imaging system, and Monte Carlo method is employed to describe the energy transformation from the tissue surface to the CCD camera. Also, the focusing effect of camera lens is considered to establish the relationship of corresponding points between tissue surface and CCD camera. Furthermore, a parallel version of the framework is realized, making the simulation much more convenient and effective. The feasibility of the uniform framework and the effectiveness of the parallel version are demonstrated with a cylindrical phantom based on real experimental results.
机译:在过去的十年中,蒙特卡洛方法已在光学成像中获得广泛的应用,以模拟组织内部的光子传输过程。但是,该方法目前还没有有效地扩展到自由空间光子传输的模拟。本文提出了一种基于蒙特卡洛方法的非接触式光学成像统一框架,该框架包括模拟光子在组织和自由空间中的传输。具体地,利用透镜系统的简化理论对光学成像系统中配备的相机镜头进行建模,并采用蒙特卡洛方法描述从组织表面到CCD相机的能量转换。另外,考虑到相机镜头的聚焦效果来建立组织表面与CCD相机之间的对应点的关系。此外,实现了该框架的并行版本,从而使仿真更加方便和有效。基于真实的实验结果,使用圆柱体模展示了统一框架的可行性和并行版本的有效性。

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