Looking Around the Corner using Ultrafast Transient Imaging

被引:76
作者
Kirmani, Ahmed [1 ]
Hutchison, Tyler [1 ]
Davis, James [2 ]
Raskar, Ramesh [1 ]
机构
[1] MIT Media Lab, Cambridge, MA 02139 USA
[2] UC Santa Cruz, Dept Comp Sci, Santa Cruz, CA 95064 USA
关键词
Light transport; Global illumination; Multi-path analysis; Inverse problems; Inverse rendering; Computational Imaging;
D O I
10.1007/s11263-011-0470-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a novel framework called transient imaging for image formation and scene understanding through impulse illumination and time images. Using time-of-flight cameras and multi-path analysis of global light transport, we pioneer new algorithms and systems for scene understanding through time images. We demonstrate that our proposed transient imaging framework allows us to accomplish tasks that are well beyond the reach of existing imaging technology. For example, one can infer the geometry of not only the visible but also the hidden parts of a scene, enabling us to look around corners. Traditional cameras estimate intensity per pixel I (x, y). Our transient imaging camera captures a 3D time-image I (x, y, t) for each pixel and uses an ultra-short pulse laser for illumination. Emerging technologies are supporting cameras with a temporal-profile per pixel at picosecond resolution, allowing us to capture an ultra-high speed time-image. This time-image contains the time profile of irradiance incident at a sensor pixel. We experimentally corroborated our theory with free space hardware experiments using a femtosecond laser and a picosecond accurate sensing device. The ability to infer the structure of hidden scene elements, unobservable by both the camera and illumination source, will create a range of new computer vision opportunities.
引用
收藏
页码:13 / 28
页数:16
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