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Looking Around the Corner using Ultrafast Transient Imaging

Published: 01 October 2011 Publication History

Abstract

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.

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  • (2025)Passive Non-Line-of-Sight Imaging With Light Transport ModulationIEEE Transactions on Image Processing10.1109/TIP.2024.351809734(410-424)Online publication date: 1-Jan-2025
  • (2024)Around the Corner mmWave Imaging in Practical EnvironmentsProceedings of the 30th Annual International Conference on Mobile Computing and Networking10.1145/3636534.3690671(953-967)Online publication date: 4-Dec-2024
  • (2022)Passive Non-Line-of-Sight Imaging Using Optimal TransportIEEE Transactions on Image Processing10.1109/TIP.2021.312831231(110-124)Online publication date: 1-Jan-2022
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Published In

cover image International Journal of Computer Vision
International Journal of Computer Vision  Volume 95, Issue 1
October 2011
98 pages

Publisher

Kluwer Academic Publishers

United States

Publication History

Published: 01 October 2011

Author Tags

  1. Computational Imaging
  2. Global illumination
  3. Inverse problems
  4. Inverse rendering
  5. Light transport
  6. Multi-path analysis

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View all
  • (2025)Passive Non-Line-of-Sight Imaging With Light Transport ModulationIEEE Transactions on Image Processing10.1109/TIP.2024.351809734(410-424)Online publication date: 1-Jan-2025
  • (2024)Around the Corner mmWave Imaging in Practical EnvironmentsProceedings of the 30th Annual International Conference on Mobile Computing and Networking10.1145/3636534.3690671(953-967)Online publication date: 4-Dec-2024
  • (2022)Passive Non-Line-of-Sight Imaging Using Optimal TransportIEEE Transactions on Image Processing10.1109/TIP.2021.312831231(110-124)Online publication date: 1-Jan-2022
  • (2021)Differentiable time-gated renderingACM Transactions on Graphics10.1145/3478513.348048940:6(1-16)Online publication date: 10-Dec-2021
  • (2016)Imaging the propagation of light through scenes at picosecond resolutionCommunications of the ACM10.1145/297516559:9(79-86)Online publication date: 24-Aug-2016
  • (2014)A framework for transient renderingACM Transactions on Graphics10.1145/2661229.266125133:6(1-10)Online publication date: 19-Nov-2014
  • (2014)Temporal frequency probing for 5D transient analysis of global light transportACM Transactions on Graphics10.1145/2601097.260110333:4(1-11)Online publication date: 27-Jul-2014
  • (2014)Refractive radiative transfer equationACM Transactions on Graphics10.1145/255760533:2(1-22)Online publication date: 8-Apr-2014
  • (2013)Femto-photographyACM Transactions on Graphics10.1145/2461912.246192832:4(1-8)Online publication date: 21-Jul-2013
  • (2012)Primal-dual coding to probe light transportACM Transactions on Graphics10.1145/2185520.218553531:4(1-11)Online publication date: 1-Jul-2012

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