Exploiting Occlusion in Non-Line-of-Sight Active Imaging
Christos Thrampoulidis, Gal Shulkind, Feihu Xu, William T. Freeman,, Jeffrey H. Shapiro, Antonio Torralba, Franco N. C. Wong, Gregory W. Wornell

TL;DR
This paper introduces a novel non-line-of-sight imaging method that leverages natural occluders to reconstruct hidden scenes without requiring expensive time-resolved measurements, simplifying hardware needs.
Contribution
It presents a new approach that uses scene occluders to enable non-line-of-sight imaging without specialized ultrafast hardware, expanding the potential for practical applications.
Findings
Occluders can replace time-resolved measurements for scene reconstruction.
The method simplifies hardware requirements for non-line-of-sight imaging.
Results demonstrate effective scene reconstruction using natural occluders.
Abstract
Active non-line-of-sight imaging systems are of growing interest for diverse applications. The most commonly proposed approaches to date rely on exploiting time-resolved measurements, i.e., measuring the time it takes for short light pulses to transit the scene. This typically requires expensive, specialized, ultrafast lasers and detectors that must be carefully calibrated. We develop an alternative approach that exploits the valuable role that natural occluders in a scene play in enabling accurate and practical image formation in such settings without such hardware complexity. In particular, we demonstrate that the presence of occluders in the hidden scene can obviate the need for collecting time-resolved measurements, and develop an accompanying analysis for such systems and their generalizations. Ultimately, the results suggest the potential to develop increasingly sophisticated…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
