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Passive Inter-Photon Imaging

arXiv 2104.00059 ↗First posted 31 Mar 2021cs.CV eess.IVcited by 16

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Abstract (arXiv)

Digital camera pixels measure image intensities by converting incident light energy into an analog electrical current, and then digitizing it into a fixed-width binary representation. This direct measurement method, while conceptually simple, suffers from limited dynamic range and poor performance under extreme illumination -- electronic noise dominates under low illumination, and pixel full-well capacity results in saturation under bright illumination. We propose a novel intensity cue based on measuring inter-photon timing, defined as the time delay between detection of successive photons. Based on the statistics of inter-photon times measured by a time-resolved single-photon sensor, we develop theory and algorithms for a scene brightness estimator which works over extreme dynamic range; we experimentally demonstrate imaging scenes with a dynamic range of over ten million to one. The proposed techniques, aided by the emergence of single-photon sensors such as single-photon avalanche diodes (SPADs) with picosecond timing resolution, will have implications for a wide range of imaging applications: robotics, consumer photography, astronomy, microscopy and biomedical imaging.

Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). Builds on 12 of its 58 references that are in the map. First posted on arXiv 31 Mar 2021.

Builds on

12 of 58 references.

References · 12

  1. 2014Adam: A Method for Stochastic Optimizationcited by 36,960
  2. 2017Burst Denoising with Kernel Prediction Networkscited by 156
  3. 2018Virtual Wave Optics for Non-Line-of-Sight Imagingcited by 54
  4. 2019A megapixel time-gated SPAD image sensor for 2D and 3D imaging applicationscited by 28
  5. 2019Asynchronous Single-Photon 3D Imagingcited by 25
  6. 2020Quanta Burst Photographycited by 25
  7. 2019High Flux Passive Imaging with Single-Photon Sensorscited by 23
  8. 2020Deep Non-Line-of-Sight Reconstructioncited by 21
  9. 2019Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoiserscited by 14
  10. 2018Dead Time Compensation for High-Flux Rangingcited by 9
  11. 2019Spatial images from temporal datacited by 7
  12. 2019Megapixel Photon-Counting Color Imaging using Quanta Image Sensorcited by 5

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 1; 2022: 1; 2023: 4; 2024: 5; 2025: 1; 2026: 4.

16 papers.

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