mlsanityData to 7 Oct 2026

Single-Photon Structured Light

arXiv 2204.05300 ↗First posted 11 Apr 2022cs.CVcited by 8

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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

  1. 2017Billion-scale similarity search with GPUscited by 2,477
  2. 2019Event-based Vision: A Surveycited by 1,010
  3. 2018ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithmscited by 130
  4. 2020Kernel Operations on the GPU, with Autodiff, without Memory Overflowscited by 101
  5. 2017Intel RealSense Stereoscopic Depth Camerascited by 82
  6. 2019A megapixel time-gated SPAD image sensor for 2D and 3D imaging applicationscited by 28
  7. 2020Quanta Burst Photographycited by 25
  8. 2019High Flux Passive Imaging with Single-Photon Sensorscited by 23
  9. 2021Passive Inter-Photon Imagingcited by 16
  10. 2018Event-Based Structured Light for Depth Reconstruction using Frequency Tagged Light Patternscited by 9

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 2; 2024: 3; 2025: 1; 2026: 2.

8 papers.