Seeing Around Corners with Edge-Resolved Transient Imaging
arXiv:2002.07118 · doi:10.1038/s41467-020-19727-4
Abstract
Non-line-of-sight (NLOS) imaging is a rapidly growing field seeking to form images of objects outside the field of view, with potential applications in search and rescue, reconnaissance, and even medical imaging. The critical challenge of NLOS imaging is that diffuse reflections scatter light in all directions, resulting in weak signals and a loss of directional information. To address this problem, we propose a method for seeing around corners that derives angular resolution from vertical edges and longitudinal resolution from the temporal response to a pulsed light source. We introduce an acquisition strategy, scene response model, and reconstruction algorithm that enable the formation of 2.5-dimensional representations -- a plan view plus heights -- and a 180 field of view (FOV) for large-scale scenes. Our experiments demonstrate accurate reconstructions of hidden rooms up to 3 meters in each dimension.
arXiv commentIncludes manuscript (14 pages) and supplement (24 pages)
References in corpus (7)
- Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers
- Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar
- Fast Back-Projection for Non-Line of Sight Reconstruction
- Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data
- Non-line-of-sight 3D imaging with a single-pixel camera
- Synthetic Wavelength Holography: An Extension of Gabor's Holographic Principle to Imaging with Scattered Wavefronts
- Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder
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- Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder