EXAMINING JOINT DEMOSAICING AND DENOISING FOR SINGLE-BAYER, QUAD-BAYER, AND NONA-BAYER PATTERNS

    公开(公告)号:US20250166123A1

    公开(公告)日:2025-05-22

    申请号:US18823268

    申请日:2024-09-03

    Abstract: The present disclosure provides methods, apparatuses, systems, and computer-readable mediums for demosaicing images by an apparatus. A method includes obtaining, from a plurality of sensors of the apparatus, a plurality of mosaic images, concatenating each image of the plurality of mosaic images with encoded embeddings of the corresponding mosaic pattern of the sensor of the plurality of sensors that captured that image of the plurality of mosaic images, providing the concatenated plurality of mosaic images to a machine learning model, and acquiring, from the machine learning model, a plurality of demosaiced images corresponding to the plurality of mosaic images. Each sensor of the plurality of sensors has a corresponding mosaic pattern from among a plurality of mosaic patterns.

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