English

Passive Inter-Photon Imaging

Computer Vision and Pattern Recognition 2021-04-13 v2 Image and Video Processing

Abstract

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.

Keywords

Cite

@article{arxiv.2104.00059,
  title  = {Passive Inter-Photon Imaging},
  author = {Atul Ingle and Trevor Seets and Mauro Buttafava and Shantanu Gupta and Alberto Tosi and Mohit Gupta and Andreas Velten},
  journal= {arXiv preprint arXiv:2104.00059},
  year   = {2021}
}

Comments

Accepted to CVPR 2021 as an oral presentation