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Nonlocal flat optics for size-selective image processing and denoising

Author

Listed:
  • Sandeep Kumar Chamoli

    (Changchun
    University of Chinese Academy of Sciences)

  • Chunqi Jin

    (Changchun
    University of Chinese Academy of Sciences)

  • Yandong Fan

    (Changchun
    University of Chinese Academy of Sciences)

  • Mehdi Kiani

    (City University of New York
    Graduate Center of the City University of New York)

  • Heedong Goh

    (City University of New York)

  • Chen Huang

    (Changchun
    University of Chinese Academy of Sciences)

  • Shuyu Guo

    (Jilin University)

  • Yuntong Wang

    (Changchun
    University of Chinese Academy of Sciences)

  • Fei Zhu

    (Changchun
    University of Chinese Academy of Sciences)

  • Guohua Xing

    (Changchun
    University of Chinese Academy of Sciences)

  • Bo Li

    (Changchun
    University of Chinese Academy of Sciences)

  • Tian Bai

    (Jilin University)

  • Andrea Alù

    (City University of New York
    Graduate Center of the City University of New York)

  • Wei Li

    (Changchun
    University of Chinese Academy of Sciences)

Abstract

All-optical image processing based on metasurfaces is a swiftly advancing field of technology, due to its high speed, large integrability and inherently low energy requirements. So far, the proposed devices have been focusing on canonical operations, such as differentiations to perform edge detection across all objects in a complex scene. Yet, undesired background noise and clutter can hinder such operations, requiring target selection with digital post-processing which inherently limits the overall accuracy, efficiency and speed. Here, we introduce an optical solution for real-time size-selective image processing and experimentally demonstrate the concept with a metal-dielectric-metal film performing a spatial band-pass filter in momentum space. We show high-resolution (~0.9 μm) edge detection and real-time dynamic denoising, ideally suited for bio-imaging applications and target recognitions. Our demonstrated k-space filtering metasurface expands the scope of nonlocal flat optics for analog image processing, ushering in opportunities for ultra-compact, cost-effective, and multifunctional image processors.

Suggested Citation

  • Sandeep Kumar Chamoli & Chunqi Jin & Yandong Fan & Mehdi Kiani & Heedong Goh & Chen Huang & Shuyu Guo & Yuntong Wang & Fei Zhu & Guohua Xing & Bo Li & Tian Bai & Andrea Alù & Wei Li, 2025. "Nonlocal flat optics for size-selective image processing and denoising," Nature Communications, Nature, vol. 16(1), pages 1-9, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-59765-4
    DOI: 10.1038/s41467-025-59765-4
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    References listed on IDEAS

    as
    1. Orad Reshef & Michael P. DelMastro & Katherine K. M. Bearne & Ali H. Alhulaymi & Lambert Giner & Robert W. Boyd & Jeff S. Lundeen, 2021. "An optic to replace space and its application towards ultra-thin imaging systems," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    2. Michele Cotrufo & Akshaj Arora & Sahitya Singh & Andrea Alù, 2023. "Dispersion engineered metasurfaces for broadband, high-NA, high-efficiency, dual-polarization analog image processing," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    3. Tengfeng Zhu & Cheng Guo & Junyi Huang & Haiwen Wang & Meir Orenstein & Zhichao Ruan & Shanhui Fan, 2021. "Topological optical differentiator," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    4. Tengfeng Zhu & Yihan Zhou & Yijie Lou & Hui Ye & Min Qiu & Zhichao Ruan & Shanhui Fan, 2017. "Plasmonic computing of spatial differentiation," Nature Communications, Nature, vol. 8(1), pages 1-6, August.
    5. Tengfeng Zhu & Cheng Guo & Junyi Huang & Haiwen Wang & Meir Orenstein & Zhichao Ruan & Shanhui Fan, 2021. "Publisher Correction: Topological optical differentiator," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    6. Zhuochao Wang & Guangwei Hu & Xinwei Wang & Xumin Ding & Kuang Zhang & Haoyu Li & Shah Nawaz Burokur & Qun Wu & Jian Liu & Jiubin Tan & Cheng-Wei Qiu, 2022. "Single-layer spatial analog meta-processor for imaging processing," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    7. Yang Liu & Mingchuan Huang & Qiankun Chen & Douguo Zhang, 2022. "Single planar photonic chip with tailored angular transmission for multiple-order analog spatial differentiator," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    8. Ibrahim Tanriover & Sina Abedini Dereshgi & Koray Aydin, 2023. "Metasurface enabled broadband all optical edge detection in visible frequencies," Nature Communications, Nature, vol. 14(1), pages 1-8, December.
    9. Yandong Fan & Weian Huang & Fei Zhu & Xingsi Liu & Chunqi Jin & Chenzi Guo & Yang An & Yuri Kivshar & Cheng-Wei Qiu & Wei Li, 2024. "Dispersion-assisted high-dimensional photodetector," Nature, Nature, vol. 630(8015), pages 77-83, June.
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