Correcting Images Degraded By Signal Corruption

    公开(公告)号:US20240070827A1

    公开(公告)日:2024-02-29

    申请号:US18235663

    申请日:2023-08-18

    CPC classification number: G06T5/006 G06T5/50 G06T2207/20076 G06T2207/20224

    Abstract: In one embodiment, a method includes accessing (1) a corrupted image of a scene captured by a camera, (2) an estimated true image of the scene, (3) an estimated corruption operator f for the camera, and (4) one or more uncertainty metrics for f. The method further includes generating, by applying a corruption operation to the estimated true image and the corruption operator f, a predicted corrupted image of the scene captured by the camera and determining a difference between the predicted corrupted image and the corrupted image captured by the camera. The method further includes determining, based on the one or more uncertainty metrics for f, a likelihood distribution for the corruption operator f, and updating, based on the likelihood distribution for the corruption operator f and on the determined difference between the predicted corrupted image and the corrupted image captured by the camera, the estimated corruption operator f.

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