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    Area of Science:

    • Optics and Photonics
    • Computational Imaging
    • Materials Science

    Background:

    • Diffractive achromats (DAs) are key for ultra-thin imagers.
    • Designing large-aperture DAs with image processing is challenging.
    • Sequential and end-to-end designs have limitations.

    Purpose of the Study:

    • To develop a hybrid design scheme for large-aperture DAs.
    • To reduce computational complexity in DA imager design.
    • To improve the balance between optical design and image processing.

    Main Methods:

    • Hybrid design: End-to-end optimization with Wiener filter, followed by complex algorithm fine-tuning.
    • Validation through extensive simulations of DA imagers.
    • Analysis of focusing efficiency versus imaging quality.

    Main Results:

    • Reduced memory requirements by approximately 50%.
    • Maintained high imaging quality with reasonably large apertures (e.g., 25 mm diameter).
    • No strong linear correlation found between focusing efficiency and imaging quality.

    Conclusions:

    • The hybrid design scheme effectively balances DA optics and image processing.
    • Challenges conventional understanding of focusing efficiency's role in imaging quality.
    • Provides a prediction formula for imaging quality in DA systems.