结构光三维扫描在全局照明的存在

Mohit Gupta, Amit K. Agrawal, A. Veeraraghavan, S. Narasimhan
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引用次数: 150

摘要

互反射、扩散和次表面散射等全局照明效应严重降低了基于结构光的三维扫描的性能。本文分析了基于结构光的形状恢复中全局光照引起的误差。基于这一分析,我们使用简单的逻辑运算和组合数学工具设计了对单个全局照明效果具有弹性的结构光模式。展示多种现象的场景是通过组合这些模式的小集合的结果来处理的。这种组合还允许我们检测任何残留误差,这些误差通过获取一些额外的图像来纠正。我们的技术不需要明确分离场景辐射的直接和全局组件,因此即使在分离失败或直接组件过低的情况下也能工作。我们的方法可以很容易地整合到现有的扫描系统中,而不会在捕获时间或硬件方面产生重大开销。我们展示了具有复杂形状和材料属性以及具有挑战性的全局照明效果的各种场景的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Structured light 3D scanning in the presence of global illumination
Global illumination effects such as inter-reflections, diffusion and sub-surface scattering severely degrade the performance of structured light-based 3D scanning. In this paper, we analyze the errors caused by global illumination in structured light-based shape recovery. Based on this analysis, we design structured light patterns that are resilient to individual global illumination effects using simple logical operations and tools from combinatorial mathematics. Scenes exhibiting multiple phenomena are handled by combining results from a small ensemble of such patterns. This combination also allows us to detect any residual errors that are corrected by acquiring a few additional images. Our techniques do not require explicit separation of the direct and global components of scene radiance and hence work even in scenarios where the separation fails or the direct component is too low. Our methods can be readily incorporated into existing scanning systems without significant overhead in terms of capture time or hardware. We show results on a variety of scenes with complex shape and material properties and challenging global illumination effects.
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