光学扩散模型内的形状重建

Yangjie Wei, Yuqing He
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引用次数: 0

摘要

利用光学扩散器进行形状重建,具有小透镜深度估计精度高、远距离物体深度估计精度高、对透镜像差敏感度低等显著优点。然而,目前还没有提出将深度信息与光扩散过程中强度分布的基本原理联系起来的光学扩散模型。本文将物理中的热扩散方程引入到光扩散中,建立了光扩散过程中光强分布的数学模型。提出了一种基于热扩散方程的高精度形状重建方法。首先,介绍了光学扩散模型来解释扩散成像过程的基本原理。其次,在光学扩散模型的基础上,提出了一种基于全局热扩散的形状重构方法。最后,对合成图像进行了仿真,并对五张扑克牌进行了实验,结果证明了所提方法的有效性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shape reconstruction within an optical diffusion model
Shape reconstruction with an optical diffuser has some significant advantages such as high-precision depth estimation with a small lens, depth estimation for distant objects, and less sensitivity to lens aberrations. However, no optical diffusion model has been proposed to relate depth information to the basic principle of intensity distribution during optical diffusion. In this paper, heat diffusion equation in physics is introduced into optical diffusion, and a mathematic model of intensity distribution during optical diffusion is constructed. A high-precision shape reconstruction method with optical diffusion is proposed based on heat diffusion equation. First, an optical diffusion model is introduced to explain the basic principle of diffusion imaging process. Second, a novel shape reconstruction method based on global heat diffusion is proposed within our optical diffusion model. Finally, simulation with synthetic images and experiment with five playing cards are conducted, and the result proves the effectiveness and feasibility of the proposed method.
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