Towards transient imaging at interactive rates with single-photon detectors

David B. Lindell, Matthew O'Toole, Gordon Wetzstein
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引用次数: 19

Abstract

Active imaging at the picosecond timescale reveals transient light transport effects otherwise not accessible by computer vision and image processing algorithms. For example, analyzing the time of flight of short laser pulses emitted into a scene and scattered back to a detector allows for depth imaging, which is crucial for autonomous driving and many other applications. Moreover, analyzing or removing global light transport effects from photographs becomes feasible. While several transient imaging systems have recently been proposed using various imaging technologies, none is capable of acquiring transient images at interactive framerates. In this paper, we present an imaging system that records transient images at up to 25 Hz. We show several transient video clips recorded with this system and demonstrate transient imaging applications, including direct-global light transport separation and enhanced depth imaging.
与单光子探测器交互速率的瞬态成像研究
皮秒时间尺度的主动成像揭示了计算机视觉和图像处理算法无法获得的瞬态光传输效应。例如,分析发射到场景中并散射回探测器的短激光脉冲的飞行时间,可以实现深度成像,这对自动驾驶和许多其他应用至关重要。此外,从照片中分析或消除全局光输运效应变得可行。虽然最近提出了几种瞬态成像系统,使用各种成像技术,但没有一种能够以交互帧率获取瞬态图像。在本文中,我们提出了一种成像系统,可以记录高达25赫兹的瞬态图像。我们展示了用该系统录制的几个瞬态视频片段,并演示了瞬态成像的应用,包括直接全局光传输分离和增强深度成像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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