English

Exploiting Occlusion in Non-Line-of-Sight Active Imaging

Image and Video Processing 2017-11-20 v1

Abstract

Active non-line-of-sight imaging systems are of growing interest for diverse applications. The most commonly proposed approaches to date rely on exploiting time-resolved measurements, i.e., measuring the time it takes for short light pulses to transit the scene. This typically requires expensive, specialized, ultrafast lasers and detectors that must be carefully calibrated. We develop an alternative approach that exploits the valuable role that natural occluders in a scene play in enabling accurate and practical image formation in such settings without such hardware complexity. In particular, we demonstrate that the presence of occluders in the hidden scene can obviate the need for collecting time-resolved measurements, and develop an accompanying analysis for such systems and their generalizations. Ultimately, the results suggest the potential to develop increasingly sophisticated future systems that are able to identify and exploit diverse structural features of the environment to reconstruct scenes hidden from view.

Keywords

Cite

@article{arxiv.1711.06297,
  title  = {Exploiting Occlusion in Non-Line-of-Sight Active Imaging},
  author = {Christos Thrampoulidis and Gal Shulkind and Feihu Xu and William T. Freeman and Jeffrey H. Shapiro and Antonio Torralba and Franco N. C. Wong and Gregory W. Wornell},
  journal= {arXiv preprint arXiv:1711.06297},
  year   = {2017}
}