Single Photon Compressive Sensing

Lili Li; Santosh Kumar; Yuping Huang

doi:10.1364/FIO.2023.FM1B.3

Single Photon Compressive Sensing

Department of Physics

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We experimentally demonstrate a compressive sensing method by utilizing single-pixel detection at a single-photon level and deep neural network. As a benchmark test, MNIST handwritten digits are classified with 98.8% accuracy.

Original language	English
Title of host publication	Frontiers in Optics
Subtitle of host publication	Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023
ISBN (Electronic)	9781957171296
DOIs	https://doi.org/10.1364/FIO.2023.FM1B.3
State	Published - 2023
Event	Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023 - Tacoma, United States Duration: 9 Oct 2023 → 12 Oct 2023

Publication series

Name	Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023

Conference

Conference	Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023
Country/Territory	United States
City	Tacoma
Period	9/10/23 → 12/10/23

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10.1364/FIO.2023.FM1B.3

Cite this

@inproceedings{1d769c1a5d2e49abb14c68fd50af0277,

title = "Single Photon Compressive Sensing",

abstract = "We experimentally demonstrate a compressive sensing method by utilizing single-pixel detection at a single-photon level and deep neural network. As a benchmark test, MNIST handwritten digits are classified with 98.8\% accuracy.",

author = "Lili Li and Santosh Kumar and Yuping Huang",

note = "Publisher Copyright: {\textcopyright} Optica Publishing Group 2023, {\textcopyright} 2023 The Author(s); Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023 ; Conference date: 09-10-2023 Through 12-10-2023",

year = "2023",

doi = "10.1364/FIO.2023.FM1B.3",

language = "English",

series = "Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023",

booktitle = "Frontiers in Optics",

}

Li, L, Kumar, S & Huang, Y 2023, Single Photon Compressive Sensing. in Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023, Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023, Tacoma, United States, 9/10/23. https://doi.org/10.1364/FIO.2023.FM1B.3

TY - GEN

T1 - Single Photon Compressive Sensing

AU - Li, Lili

AU - Kumar, Santosh

AU - Huang, Yuping

PY - 2023

Y1 - 2023

N2 - We experimentally demonstrate a compressive sensing method by utilizing single-pixel detection at a single-photon level and deep neural network. As a benchmark test, MNIST handwritten digits are classified with 98.8% accuracy.

AB - We experimentally demonstrate a compressive sensing method by utilizing single-pixel detection at a single-photon level and deep neural network. As a benchmark test, MNIST handwritten digits are classified with 98.8% accuracy.

UR - https://www.scopus.com/pages/publications/85191163893

UR - https://www.scopus.com/pages/publications/85191163893#tab=citedBy

U2 - 10.1364/FIO.2023.FM1B.3

DO - 10.1364/FIO.2023.FM1B.3

M3 - Conference contribution

AN - SCOPUS:85191163893

T3 - Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023

BT - Frontiers in Optics

T2 - Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023

Y2 - 9 October 2023 through 12 October 2023

ER -

Single Photon Compressive Sensing

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