Single-Photon Structured Light
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Abstract (arXiv)
We present a novel structured light technique that uses Single Photon Avalanche Diode (SPAD) arrays to enable 3D scanning at high-frame rates and low-light levels. This technique, called "Single-Photon Structured Light", works by sensing binary images that indicates the presence or absence of photon arrivals during each exposure; the SPAD array is used in conjunction with a high-speed binary projector, with both devices operated at speeds as high as 20~kHz. The binary images that we acquire are heavily influenced by photon noise and are easily corrupted by ambient sources of light. To address this, we develop novel temporal sequences using error correction codes that are designed to be robust to short-range effects like projector and camera defocus as well as resolution mismatch between the two devices. Our lab prototype is capable of 3D imaging in challenging scenarios involving objects with extremely low albedo or undergoing fast motion, as well as scenes under strong ambient illumination.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 10 of its 74 references that are in the map. First posted on arXiv 11 Apr 2022.
Builds on
10 of 74 references.
References · 10
- 2017Billion-scale similarity search with GPUscited by 2,477
- 2019Event-based Vision: A Surveycited by 1,010
- 2018ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithmscited by 130
- 2020Kernel Operations on the GPU, with Autodiff, without Memory Overflowscited by 101
- 2017Intel RealSense Stereoscopic Depth Camerascited by 82
- 2019A megapixel time-gated SPAD image sensor for 2D and 3D imaging applicationscited by 28
- 2020Quanta Burst Photographycited by 25
- 2019High Flux Passive Imaging with Single-Photon Sensorscited by 23
- 2021Passive Inter-Photon Imagingcited by 16
- 2018Event-Based Structured Light for Depth Reconstruction using Frequency Tagged Light Patternscited by 9
Built on by
Citing papers per year: 2023: 2; 2024: 3; 2025: 1; 2026: 2.
8 papers.
- 2023SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensingcited by 6
- 2024Depth Reconstruction with Neural Signed Distance Fields in Structured Light Systemscited by 4
- 2023Event-based Motion-Robust Accurate Shape Estimation for Mixed Reflectance Scenescited by 2
- 2024Generative Quanta Color Imagingcited by 1
- 2024Structured light with a million light planes per secondcited by 0
- 2025Matching-Free Depth Recovery from Structured Lightcited by 0
- 2026Accurate Simulation Pipeline for Passive Single-Photon Imagingcited by 0
- 2026Differentiable Adaptive 4D Structured Illumination for Joint Capture of Shape and Reflectancecited by 0
- 2026Differentiable Adaptive 4D Structured Illumination for Joint Capture of Shape and Reflectance7 May 2026
- 2026Accurate Simulation Pipeline for Passive Single-Photon Imaging19 Jan 2026
- 2025Matching-Free Depth Recovery from Structured Light13 Jan 2025
- 2024Structured light with a million light planes per second27 Nov 2024
- 2024Depth Reconstruction with Neural Signed Distance Fields in Structured Light Systems20 May 2024
- 2024Generative Quanta Color Imaging28 Mar 2024
- 2023SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing7 Dec 2023
- 2023Event-based Motion-Robust Accurate Shape Estimation for Mixed Reflectance Scenes16 Nov 2023