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A practical one-shot multispectral imaging system using a single image sensor.

Yusuke Monno, Sunao Kikuchi, Masayuki Tanaka

    IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
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    PubMed
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    This study introduces a novel multispectral demosaicking algorithm and filter array pattern for single-sensor imaging. The new method enhances color fidelity and outperforms existing techniques for multispectral imaging systems.

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    Area of Science:

    • Digital imaging
    • Computational photography
    • Image processing

    Background:

    • Single-sensor color imaging utilizes Bayer color filter arrays (CFAs) and demosaicking.
    • Multispectral filter arrays (MSFAs) extend CFA capabilities for one-shot multispectral imaging without increased size or cost.
    • Multispectral demosaicking is challenging due to sparse sampling in MSFAs.

    Purpose of the Study:

    • To propose a high-performance multispectral demosaicking algorithm.
    • To introduce a novel MSFA pattern optimized for the proposed algorithm.
    • To improve color fidelity in multispectral imaging.

    Main Methods:

    • Developed a multispectral demosaicking algorithm using a guided filter for spectral band interpolation.
    • Designed a novel MSFA pattern maintaining high G-band sampling density and enabling adaptive kernel estimation.
    • Utilized the G-band as a guide image for interpolation with an adaptive kernel.

    Main Results:

    • The proposed algorithm and MSFA pattern outperform existing multispectral demosaicking methods.
    • Achieved superior color fidelity compared to conventional Bayer CFA systems.
    • Demonstrated practical applications using a prototype multispectral camera.

    Conclusions:

    • The proposed approach effectively addresses the challenges of multispectral demosaicking.
    • The novel MSFA pattern and guided filter-based algorithm significantly improve image quality.
    • The method shows promise for real-world multispectral imaging applications.