Single-photon imaging over 200 km
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Abstract (arXiv)
Long-range active imaging has widespread applications in remote sensing and target recognition. Single-photon light detection and ranging (lidar) has been shown to have high sensitivity and temporal resolution. On the application front, however, the operating range of practical single-photon lidar systems is limited to about tens of kilometers over the Earth's atmosphere, mainly due to the weak echo signal mixed with high background noise. Here, we present a compact coaxial single-photon lidar system capable of realizing 3D imaging at up to 201.5 km. It is achieved by using high-efficiency optical devices for collection and detection, and what we believe is a new noise-suppression technique that is efficient for long-range applications. We show that photon-efficient computational algorithms enable accurate 3D imaging over hundreds of kilometers with as few as 0.44 signal photons per pixel. The results represent a significant step toward practical, low-power lidar over extra-long ranges.
Key facts. Cited by 10 papers in the map (data through 14 Oct 2026). First posted on arXiv 10 Mar 2021.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 2; 2024: 0; 2025: 4.
10 papers.
- 2021Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenescited by 10
- 2021High-speed object detection with a single-photon time-of-flight image sensorcited by 7
- 2023Single-photon Image Super-resolution via Self-supervised Learningcited by 1
- 2023Single-pixel 3D imaging based on fusion temporal data of single photon detector and millimeter-wave radarcited by 1
- 2022Simulating single-photon detector array sensors for depth imagingcited by 0
- 2022Scattering-induced entropy boost for highly-compressed optical sensing and encryptioncited by 0
- 2025Long-Distance Field Demonstration of Imaging-Free Drone Identification in Intracity Environmentscited by 0
- 2025Toward Robust Single-Photon Perception for Robots: A Condition-Aware Active Learning Approachcited by 0
- 2025Point upsampling networks for single-photon sensingcited by 0
- 20253D Reconstruction from Transient Measurements with Time-Resolved Transformercited by 0
- 20253D Reconstruction from Transient Measurements with Time-Resolved Transformer10 Oct 2025
- 2025Point upsampling networks for single-photon sensing18 Aug 2025
- 2025Toward Robust Single-Photon Perception for Robots: A Condition-Aware Active Learning Approach7 May 2025
- 2025Long-Distance Field Demonstration of Imaging-Free Drone Identification in Intracity Environments26 Apr 2025
- 2023Single-pixel 3D imaging based on fusion temporal data of single photon detector and millimeter-wave radar20 Oct 2023
- 2023Single-photon Image Super-resolution via Self-supervised Learning3 Mar 2023
- 2022Scattering-induced entropy boost for highly-compressed optical sensing and encryption16 Dec 2022
- 2022Simulating single-photon detector array sensors for depth imaging7 Oct 2022
- 2021High-speed object detection with a single-photon time-of-flight image sensor28 Jul 2021
- 2021Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes28 Apr 2021