ELECTRONIC DEVICE AND METHOD FOR IMPROVING IMAGE QUALITY

    公开(公告)号:US20240378703A1

    公开(公告)日:2024-11-14

    申请号:US18779940

    申请日:2024-07-22

    Abstract: An electronic device for improving the quality of an input image includes: a memory storing at least one instruction, and at least one processor, by executing the at least one instruction, configured to calculate a degree of deterioration of the input image, and determine whether the degree of deterioration is greater than a predetermined value. When the degree of deterioration of the input image is greater than the predetermined value, the at least one processor may be further configured to detect at least one facial image included in the input image, generate region information indicating a position and a type of at least one region included in the at least one facial image, generate a quality-improved facial image via an artificial neural network (ANN) that uses the input image and the region information, and generate an output image by combining the quality-improved facial image with the input image.

    IMAGE PROCESSING METHOD USING GENERATIVE MODEL AND COMPUTING DEVICE FOR PERFORMING THE SAME

    公开(公告)号:US20250045877A1

    公开(公告)日:2025-02-06

    申请号:US18811005

    申请日:2024-08-21

    Abstract: A method of editing an image by using a generative model includes receiving a user input for a movement of at least one object included in an input image; expanding the input image in a direction based on the movement of the at least one object; determining a generation required area based on the expanded input image, wherein the generation required area is an area in which generation of a partial image for the at least one object is required; generating the partial image for the at least one object in the generation required area by using at least one generative model; and outputting a recomposed image based on the input image and the partial image for the at least one object.

    IMAGE PROCESSING APPARATUS AND OPERATING METHOD THEREOF

    公开(公告)号:US20230031143A1

    公开(公告)日:2023-02-02

    申请号:US17723055

    申请日:2022-04-18

    Abstract: An image processing apparatus for performing image quality processing on an image includes: a memory configured to store one or more instructions; and a processor configured to execute the one or more instructions stored in the memory to: obtain a first image by downscaling an input image by using a downscale network; extract first feature information corresponding to the first image by using a feature extraction network; obtain a second image by performing image quality processing on the first image based on the first feature information, by using an image quality processing network; and obtain an output image by upscaling the second image, extracting second feature information corresponding to the input image, and performing image quality processing on the upscaled second image based on the second feature information, by using an upscale network.

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