存在噪声时三维积分成像的纵向分辨率。

IF 3.2 2区 物理与天体物理 Q2 OPTICS
Optics express Pub Date : 2024-11-04 DOI:10.1364/OE.538568
Kashif Usmani, Bahram Javidi
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引用次数: 0

摘要

三维积分成像的两点源纵向分辨率取决于多个因素,包括传感器数量、传感器像素尺寸、传感器之间的间距以及镜头点扩散函数。我们假设,如果任何一个传感器都能分辨出两点光源的点扩散函数,那么就能分辨出两点光源。以往对积分成像纵向分辨率的研究要么依赖于几何光学公式,要么假设点扩散函数为亚像素大小,从而忽略了透镜的影响。这些研究还假设捕捉到的元素图像中两个点源都在焦点上。更重要的是,之前的分析没有考虑噪声的影响。在本手稿中,我们使用基于高斯过程的双点源分辨率标准来克服这些局限性。我们计算混淆圈来模拟焦外模糊效应。基于高斯过程的两点光源分辨率标准使我们能够研究噪声对纵向分辨率的影响。在没有噪声的情况下,我们还提出了纵向分辨率的简单分析表达式,该表达式与基于高斯过程的公式近似匹配。此外,我们还研究了纵向分辨率与积分成像系统视差的关系。我们通过光学实验来验证我们的结果。实验证明,我们的结果与基于高斯过程的两点光源分辨率标准一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Longitudinal resolution of three-dimensional integral imaging in the presence of noise.

The two-point source longitudinal resolution of three-dimensional integral imaging depends on several factors including the number of sensors, sensor pixel size, pitch between sensors, and the lens point spread function. We assume the two-point sources to be resolved if their point spread functions can be resolved in any one of the sensors. Previous studies of integral imaging longitudinal resolution either rely on geometrical optics formulation or assume the point spread function to be of sub-pixel size, thus neglecting the effect of the lens. These studies also assume both point sources to be in focus in captured elemental images. More importantly, the previous analysis does not consider the effect of noise. In this manuscript, we use the Gaussian process-based two-point source resolution criterion to overcome these limitations. We compute the circle of confusion to model the out-of-focus blurring effect. The Gaussian process-based two-point source resolution criterion allows us to study the effect of noise on the longitudinal resolution. In the absence of noise, we also present a simple analytical expression for longitudinal resolution which approximately matches the Gaussian process-based formulation. Also, we investigate the dependence of the longitudinal resolution on the parallax of the integral imaging system. We present optical experiments to validate our results. The experiments demonstrate agreement with our Gaussian process-based two-point source resolution criteria.

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来源期刊
Optics express
Optics express 物理-光学
CiteScore
6.60
自引率
15.80%
发文量
5182
审稿时长
2.1 months
期刊介绍: Optics Express is the all-electronic, open access journal for optics providing rapid publication for peer-reviewed articles that emphasize scientific and technology innovations in all aspects of optics and photonics.
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