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A Unifying First-Order Model for Light-Field Cameras: The Equivalent Camera Array

机译:光场摄像机的统一一阶模型:等效摄像机阵列

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摘要

Light-field photography is an extension of traditional photography that enables among other effects refocusing, viewpoint change, and aperture synthesis of still images by digital postprocessing. It achieves this capability by recording 4-dimensional radiance information rather than 2-dimensional integrated sensor irradiance. Consequently, optical design tools need to change in order to design these new devices. In this paper, we propose an optical first-order model that abstracts the architecture of any light-field camera as an equivalent camera array. This model enables a comparison between different designs and allows for a simulation of the effects of parameter modifications to a design. We present equations for optical properties such as the depth of field, the angle of view, as well as important parameters for algorithmic performance such as the triangulation baseline. We provide an experimental validation of our model by measuring the properties of a real light-field camera. We are able to extract unknown physical parameters of the system such as the focal length of the main lens.
机译:光场摄影是传统摄影的扩展,它可以通过数字后处理实现重新聚焦,改变视点和静止图像的光圈合成等效果。它通过记录4维辐射信息而不是2维积分传感器辐照度来实现此功能。因此,光学设计工具需要改变以设计这些新设备。在本文中,我们提出了一种光学一阶模型,该模型将任何光场相机的体系结构抽象为等效的相机阵列。该模型可以在不同设计之间进行比较,并可以模拟参数修改对设计的影响。我们给出了光学特性的方程,例如景深,视角以及算法性能的重要参数,例如三角剖分基线。我们通过测量真实光场相机的属性来对模型进行实验验证。我们能够提取系统的未知物理参数,例如主镜头的焦距。

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