Abstract
Compressed sensing imaging can break through the limitation of Nyquist sampling theorem and realize sub sampling imaging and has the advantages of dimension-reducing detection and high-throughput acquisition In this paper we reviewed the research progresses of compressed sensing theory in single-photon imaging and imaging spectra and analyzed compressed sensing single-photon imaging spectroscopy in detail The influence and removal methods of pile-up effects in compressed sensing time-resolved imaging was discussed The application of compressed sensing in the field of single-photon time-resolved imaging spectroscopy was summarized.
| Original language | English |
|---|---|
| Journal | Laser and Optoelectronics Progress |
| Volume | 58 |
| Issue number | 10 |
| DOIs | |
| Publication status | Published - 2021 |
Keywords
- Compressed sensing
- Computational imaging
- Imaging spectrum
- Imaging systems
- Single-photon
- Time resolution