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Digital light field photography.

机译:数字光场摄影。

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摘要

Focusing images well has been difficult since the beginnings of photography in 1839. Three manifestations of the problem are: the chore of having to choose what to focus on before clicking the shutter, the awkward coupling between aperture size and depth of field, and the high optical complexity of lenses required to produce aberration-free images.; These problems arise because conventional cameras record only the sum of all light rays striking each pixel on the image plane. This dissertation presents a unified solution to these focus problems by instead recording the light field inside the camera: not just the position but also the direction of light rays striking the image plane. I describe the design, prototyping and performance of a digital camera that records this light field in a single photographic exposure. The basic idea is to use an array of microlenses in front of the photosensor in a regular digital camera.; The main price behind this new kind of photography is the sacrifice of some image resolution to collect directional ray information. However, it is possible to smoothly vary the optical configuration from the light field camera back to a conventional camera by reducing the separation between the microlenses and photosensor. This allows a selectable trade-off between image resolution and refocusing power. More importantly, current semiconductor technology is already capable of producing sensors with an order of magnitude more resolution than we need in final images.; The extra ray directional information enables unprecedented capabilities after exposure. For example, it is possible to compute final photographs that are refocused at different depths, or that have extended depth of field, by re-sorting the recorded light rays appropriately. Theory predicts, and experiments corroborate, that blur due to incorrect focus can be reduced by a factor approximately equal to the directional resolution of the recorded light rays. Similarly, digital correction of lens aberrations re-sorts aberrant light rays to where they should ideally have converged, improving image contrast and resolution. Future cameras based on these principles will be physically simpler, capture light more quickly, and provide greater flexibility in finishing photographs.
机译:自1839年摄影开始以来,就很难很好地对图像进行聚焦。问题的三种表现是:在单击快门之前必须选择要聚焦的对象的繁琐工作,光圈大小和景深之间的尴尬耦合以及高光圈。产生无像差图像所需的镜头的光学复杂性。出现这些问题是因为常规相机仅记录了撞击图像平面上每个像素的所有光线的总和。本文通过记录相机内部的光场,提出了统一解决这些焦点问题的方法:不仅是光线的位置,而且还有光线入射到像平面的方向。我描述了一种数码相机的设计,原型制作和性能,该数码相机可以在一次摄影曝光中记录该光场。基本思想是在普通数码相机的光电传感器前使用微透镜阵列。这种新型摄影的主要代价是牺牲了一些图像分辨率来收集定向射线信息。但是,可以通过减小微透镜和光电传感器之间的距离来平滑地改变从光场相机回到常规相机的光学配置。这允许在图像分辨率和重新聚焦能力之间进行选择权衡。更重要的是,当前的半导体技术已经能够生产分辨率比最终图像高出一个数量级的传感器。额外的射线方向信息可在曝光后实现前所未有的功能。例如,可以通过适当地对记录的光线进行重新排序来计算重新聚焦在不同深度或景深扩展的最终照片。理论预测和实验证实,由于聚焦不正确而造成的模糊可以减少大约等于所记录光线的方向分辨率的因数。同样,镜头像差的数字校正将异常光线重新分类到理想情况下会聚的位置,从而改善了图像对比度和分辨率。基于这些原理的未来相机将在物理上变得更简单,可以更快地捕获光线,并为完成照片提供更大的灵活性。

著录项

  • 作者

    Ng, Ren.;

  • 作者单位

    Stanford University.;

  • 授予单位 Stanford University.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 187 p.
  • 总页数 187
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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