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基于光场捕获和显示的面具

Mask-based Light Field Capture and Display
课程网址: http://videolectures.net/nipsworkshops2010_lanman_mbl/  
主讲教师: Douglas Lanman
开课单位: 麻省理工学院
开课时间: 2011-01-12
课程语种: 英语
中文简介:
本讲座介绍了使用薄的、光学衰减的掩码捕获和显示3d 图像的光效方法。光传输被建模, 在几何光学下, 作为一个4d 函数: 光场;此函数记录沿任何方向通过任何点的光量。传统照片只记录入射光场的2d 投影。每个图像点都是通过整合到整个半球的入射角而产生的。同样, 传统显示器只近似漫反射表面, 其中离开任何点的光量在视角的整个半球是恒定的。因此, 传统相机和显示器只支持2d 图像, 而这些图像对场景深度的感知丢失。通过在传统相机和显示架构中包含遮罩, 可以捕获和显示3d 图像。视差障碍就是一个例子;一个包含均匀的缝隙阵列的面具稍微放在传统显示器的前面。此掩码只允许从每个视点显示某些不相交的显示区域。3d 图像捕获是通过将类似的遮罩放置在传感器附近来实现的。在这两种情况下, 3d 图像都是以分辨率和亮度降低为代价的。本演讲将介绍双层摄像机和显示体系结构的第一原理分析, 其中第一层是传统的传感器或显示器, 第二层是掩码。新型掩模可促进3d 图像采集和显示, 在总光传输和光场分辨率方面优于传统视差屏障。对于3d 捕获, 从频域分析中导出了一系列静态、周期性、非自适应掩码。对于3d 显示, 线性代数分析揭示了一组时间复用、非周期性、自适应掩码。介绍了四种激励应用: 数字摄影、单发视觉船体重建、深度感应 lcd 和使用双堆叠液晶显示器的三维显示。
课程简介: This talk describes light-efficient methods for capturing and displaying 3D images using thin, optically-attenuating masks. Light transport is modeled, under geometrical optics, as a 4D function: the light field; this function records the amount of light traveling through any point along any direction. Conventional photographs only record a 2D projection of the incident light field. Each image point is produced by integrating over the full hemisphere of incidence angles. Similarly, conventional displays only approximate a diffuse surface, where the amount of light leaving any point is constant over the full hemisphere of viewing angles. Thus, conventional cameras and displays only support 2D images, for which the perception of scene depth is lost. 3D images can be captured and displayed by including masks in conventional camera and display architectures. Parallax barriers are one example; a mask containing a uniform array of slits is placed slightly in front of a conventional display. This mask only allows certain disjoint display regions to be visible from each viewpoint. 3D image capture is achieved by placing a similar mask close to a sensor. In both cases, 3D images come at the cost of decreased resolution and brightness. This talk will present a first-principles analysis of dual-layer camera and display architectures, wherein the first layer is a conventional sensor or display and the second layer is a mask. Novel masks are developed that facilitate 3D image capture and display, outperforming conventional parallax barriers in terms of total light transmission and light field resolution. For 3D capture, a family of static, periodic, non-adaptive masks is derived from a frequencydomain analysis. For 3D display, a linear algebraic analysis reveals a set of time-multiplexed, aperiodic, adaptive masks. Four motivating applications are presented: digital photography, single-shot visual hull reconstruction, depth-sensing LCDs, and 3D display using dual-stacked LCDs.
关 键 词: 显示三维图像的光; 4D光场; 光传输模型
课程来源: 视频讲座网
最后编审: 2020-06-01:吴雨秋(课程编辑志愿者)
阅读次数: 129