Advanced Photonics Nexus, Volume. 4, Issue 2, 026009(2025)

Compressed meta-optical encoder for image classification Editors' Pick

Anna Wirth-Singh1,†...*, Jinlin Xiang2, Minho Choi2, Johannes E. Fröch1,2, Luocheng Huang2, Shane Colburn2, Eli Shlizerman2,3, and Arka Majumdar12,* |Show fewer author(s)
Author Affiliations
  • 1University of Washington, Department of Physics, Seattle, Washington, United States
  • 2University of Washington, Department of Electrical and Computer Engineering, Seattle, Washington, United States
  • 3University of Washington, Department of Applied Mathematics, Seattle, Washington, United States
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    References(44)

    [1] A. Krizhevsky, I. Sutskever, G. E. Hinton. Imagenet classification with deep convolutional neural networks(2012).

    [29] H. Cai et al. Network augmentation for tiny deep learning(2022).

    [30] R. W. Gerchberg. A practical algorithm for the determination of phase from image and diffraction plane pictures. Optik, 35, 237-246(1972).

    [31] J. W. Goodman. Introduction to Fourier Optics(2005).

    [42] S. B. Damelin, W. Miller. The Mathematics of Signal Processing(2011).

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    Anna Wirth-Singh, Jinlin Xiang, Minho Choi, Johannes E. Fröch, Luocheng Huang, Shane Colburn, Eli Shlizerman, Arka Majumdar, "Compressed meta-optical encoder for image classification," Adv. Photon. Nexus 4, 026009 (2025)

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    Paper Information

    Category: Research Articles

    Received: Nov. 13, 2024

    Accepted: Jan. 14, 2025

    Published Online: Feb. 26, 2025

    The Author Email: Anna Wirth-Singh (annaw77@uw.edu), Arka Majumdar (arka@uw.edu)

    DOI:10.1117/1.APN.4.2.026009

    CSTR:32397.14.1.APN.4.2.026009

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