Inpainting via an encoding and decoding network

    公开(公告)号:US11328392B2

    公开(公告)日:2022-05-10

    申请号:US17017177

    申请日:2020-09-10

    Abstract: An image processing apparatus including: at least one memory; and at least one processor coupled to the at least one memory and configured to implement: an image acquisition module configured to acquire an input image including an object region; a mask image generation module configured to generate a mask image based on the input image; and an image inpainting module configured to extract a fusion feature map corresponding to the input image using an encoding network according to the input image and the mask image, and to inpaint the object region in the input image using a decoding network based on the fusion feature map, to obtain an inpainting result.

    IMAGE PROCESSING METHOD AND RELATED DEVICE

    公开(公告)号:US20250061735A1

    公开(公告)日:2025-02-20

    申请号:US18932067

    申请日:2024-10-30

    Abstract: An image processing method includes obtaining a target image; splitting the target image into at least one sub-image based on a similarity of complexity in the target image; processing the at least one sub-image by at least one decoder corresponding to the at least one sub-image; and obtaining an output image based on the processed at least one sub-image. The splitting of the target image into the at least one sub image includes: splitting the target image into at least one grid of equal size; determining a similarity of complexity between adjacent grids in the at least one grid; and grouping the at least one grid into the at least one sub-image based on the similarity of the complexity between the adjacent grids.

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