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Computational optical sensing and imaging 2021: feature issue introduction.

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    This collection showcases advancements in computational optical sensing and imaging, featuring diverse topics like microscopy, 3D imaging, and deep learning applications. It highlights cutting-edge research presented at the 2021 OSA Topical Meeting.

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    Area of Science:

    • Optics and Photonics
    • Computational Imaging
    • Optical Sensing

    Background:

    • The field of Computational Optical Sensing and Imaging is rapidly evolving.
    • Recent advancements necessitate a consolidated overview of current research.
    • The 2021 OSA Topical Meeting served as a key venue for presenting new findings.

    Purpose of the Study:

    • To present a comprehensive collection of recent research in computational optical sensing and imaging.
    • To highlight novel techniques and applications in the field.
    • To provide insights into emerging trends, including deep learning in imaging.

    Main Methods:

    • Compilation of 2 review articles and 34 research articles.
    • Content derived from presentations at the 2021 OSA Topical Meeting on Computational Optical Sensing and Imaging.
    • Inclusion of diverse topics spanning microscopy, 3D imaging, phase retrieval, and more.

    Main Results:

    • A broad spectrum of computational imaging topics are covered.
    • Innovative applications of new sensor types are explored.
    • Significant focus is placed on deep learning approaches for sensing and imaging.

    Conclusions:

    • The feature issue provides a valuable snapshot of the state-of-the-art in computational optical sensing and imaging.
    • It underscores the growing importance of deep learning in advancing these fields.
    • The collection serves as a resource for researchers and practitioners.