Passive Ultra-Wideband Single-Photon Imaging
Mian Wei, Sotiris Nousias, Rahul Gulve, David B. Lindell, Kiriakos N. Kutulakos
摘要
We consider the problem of imaging a dynamic scene over an extreme range of timescales simultaneously—seconds to picoseconds—and doing so passively, without much light, and without any timing signals from the light source(s) emitting it. Because existing flux estimation techniques for single-photon cameras break down in this regime, we develop a flux probing theory that draws insights from stochastic calculus to enable reconstruction of a pixel’s time-varying flux from a stream of monotonically-increasing photon detection timestamps. We use this theory to (1) show that passive free-running SPAD cameras have an attainable frequency bandwidth that spans the entire DC-to-31 GHz range in low-flux conditions, (2) derive a novel Fourier-domain flux reconstruction algorithm that scans this range for frequencies with statistically-significant support in the timestamp data, and (3) ensure the algorithm’s noise model remains valid even for very low photon counts or non-negligible dead times. We show the potential of this asynchronous imaging regime by experimentally demonstrating several never-seen-before abilities: (1) imaging a scene illuminated simultaneously by sources operating at vastly different speeds without synchronization (bulbs, projectors, multiple pulsed lasers), (2) passive non-line-of-sight video acquisition, and (3) recording ultra-wideband video, which can be played back later at 30 Hz to show everyday motions—but can also be played a billion times slower to show the propagation of light itself.
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引用它的顶会 Paper6
- Generalized Event CamerasVarun Sundar, Matthew Dutson, Andrei Ardelean, Claudio Bruschini 等CVPR 2024 · 被引用 7 次
- Free-Running vs. Synchronous: Single-Photon Lidar for High-Flux 3D ImagingRuangrawee Kitichotkul, Shashwath Bharadwaj, Joshua Rapp, Yanting Ma 等ICCV 2025 · 被引用 1 次
- Quanta Neural Networks: From Photons to PerceptionVarun Sundar, Tianyi Zhang, Sacha Jungerman, Mohit GuptaICCV 2025 · 被引用 1 次
- Opportunistic Single-Photon Time of FlightSotiris Nousias, Mian Wei, Howard Xiao, Maxx Wu 等CVPR 2025
- Resolution Limit of Single-Photon LiDARStanley H. Chan, Hashan K. Weerasooriya, Weijian Zhang, Pamela Abshire 等CVPR 2024
它引用的顶会 Paper4
- Quanta burst photographySizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini 等SIGGRAPH 2020 · 被引用 76 次
- Asynchronous Single-Photon 3D ImagingAnant Gupta, Atul Ingle, Mohit GuptaICCV 2019 · 被引用 74 次
- Compressive Single-Photon 3D CamerasFelipe Gutierrez-Barragan, Atul Ingle, Trevor Seets, Mohit Gupta 等CVPR 2022 · 被引用 21 次
- Passive Inter-Photon ImagingAtul Ingle, Trevor Seets, Mauro Buttafava, Shantanu Gupta 等CVPR 2021
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