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Compressed ultrahigh-speed single-pixel imaging by swept aggregate patterns

Author

Listed:
  • Patrick Kilcullen

    (Université du Québec)

  • Tsuneyuki Ozaki

    (Université du Québec)

  • Jinyang Liang

    (Université du Québec)

Abstract

Single-pixel imaging (SPI) has emerged as a powerful technique that uses coded wide-field illumination with sampling by a single-point detector. Most SPI systems are limited by the refresh rates of digital micromirror devices (DMDs) and time-consuming iterations in compressed-sensing (CS)-based reconstruction. Recent efforts in overcoming the speed limit in SPI, such as the use of fast-moving mechanical masks, suffer from low reconfigurability and/or reduced accuracy. To address these challenges, we develop SPI accelerated via swept aggregate patterns (SPI-ASAP) that combines a DMD with laser scanning hardware to achieve pattern projection rates of up to 14.1 MHz and tunable frame sizes of up to 101×103 pixels. Meanwhile, leveraging the structural properties of S-cyclic matrices, a lightweight CS reconstruction algorithm, fully compatible with parallel computing, is developed for real-time video streaming at 100 frames per second (fps). SPI-ASAP allows reconfigurable imaging in both transmission and reflection modes, dynamic imaging under strong ambient light, and offline ultrahigh-speed imaging at speeds of up to 12,000 fps.

Suggested Citation

  • Patrick Kilcullen & Tsuneyuki Ozaki & Jinyang Liang, 2022. "Compressed ultrahigh-speed single-pixel imaging by swept aggregate patterns," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-35585-8
    DOI: 10.1038/s41467-022-35585-8
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    References listed on IDEAS

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    1. Xianglei Liu & Artiom Skripka & Yingming Lai & Cheng Jiang & Jingdan Liu & Fiorenzo Vetrone & Jinyang Liang, 2021. "Fast wide-field upconversion luminescence lifetime thermometry enabled by single-shot compressed ultrahigh-speed imaging," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    2. Yide Zhang & Binglin Shen & Tong Wu & Jerry Zhao & Joseph C. Jing & Peng Wang & Kanomi Sasaki-Capela & William G. Dunphy & David Garrett & Konstantin Maslov & Weiwei Wang & Lihong V. Wang, 2022. "Ultrafast and hypersensitive phase imaging of propagating internodal current flows in myelinated axons and electromagnetic pulses in dielectrics," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    3. Zibang Zhang & Xiao Ma & Jingang Zhong, 2015. "Single-pixel imaging by means of Fourier spectrum acquisition," Nature Communications, Nature, vol. 6(1), pages 1-6, May.
    4. Evgeny Hahamovich & Sagi Monin & Yoav Hazan & Amir Rosenthal, 2021. "Single pixel imaging at megahertz switching rates via cyclic Hadamard masks," Nature Communications, Nature, vol. 12(1), pages 1-6, December.
    5. Ming-Jie Sun & Matthew P. Edgar & Graham M. Gibson & Baoqing Sun & Neal Radwell & Robert Lamb & Miles J. Padgett, 2016. "Single-pixel three-dimensional imaging with time-based depth resolution," Nature Communications, Nature, vol. 7(1), pages 1-6, November.
    6. Rayko Ivanov Stantchev & Xiao Yu & Thierry Blu & Emma Pickwell-MacPherson, 2020. "Real-time terahertz imaging with a single-pixel detector," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
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    Cited by:

    1. Yibo Xu & Liyang Lu & Vishwanath Saragadam & Kevin F. Kelly, 2024. "A compressive hyperspectral video imaging system using a single-pixel detector," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

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