DISPLAY DEVICE SYSTEM AND METHOD FOR ADAPTIVELY ENHANCING IMAGE QUALITY

    公开(公告)号:US20240193734A1

    公开(公告)日:2024-06-13

    申请号:US17794837

    申请日:2021-09-23

    Abstract: Disclosed are a display device system and a method for adaptively enhancing an image quality. The method includes: acquiring an original image, performing iterative detail enhancement processing on the original image by utilizing at least one filter function containing iteratively-updated filter parameters, in a case that a difference between a quality evaluation score of the input image and a quality evaluation score of the detail-enhanced image of the ith iteration satisfies an iteration condition, obtaining filter parameters of an (i+1)th iteration by updating the filter parameters of the ith iteration, and continuing to perform detail enhancement processing on the input image by utilizing at least one filter function containing the filter parameters of the (i+1)th iteration, until a difference between the quality evaluation score of the input image and a quality evaluation score of a detail-enhanced image of the (i+1)th iteration satisfies the iteration condition.

    IMAGE PROCESSING METHOD AND DEVICE, TRAINING METHOD OF NEURAL NETWORK, AND STORAGE MEDIUM

    公开(公告)号:US20210407041A1

    公开(公告)日:2021-12-30

    申请号:US17281291

    申请日:2020-05-28

    Abstract: Disclosed are an image processing method and device, a training method of a neural network and a storage medium. The image processing method includes: obtaining an input image, and processing the input image by using a generative network to generate an output image. The generative network includes a first sub-network and at least one second sub-network, and the processing the input image by using the generative network to generate the output image includes, processing the input image by using the first sub-network to obtain a plurality of first feature images; performing a branching process and a weight sharing process on the plurality of first feature images by using the at least one second sub-network to obtain a plurality of second feature images; and processing the plurality of second feature images to obtain the output image.

    MODEL TRAINING METHOD AND APPARATUS FOR IMAGE PROCESSING, AND STORAGE MEDIUM AND ELECTRONIC DEVICE

    公开(公告)号:US20240320863A1

    公开(公告)日:2024-09-26

    申请号:US18694559

    申请日:2021-12-16

    CPC classification number: G06T7/90 G06T3/40 G06T2207/10024 G06T2207/20081

    Abstract: A model training method and apparatus for image processing are disclosed. The method includes: obtaining a picture training sample, and obtaining a ground truth picture corresponding to the picture training sample; inputting the picture training sample into a three-dimensional color look-up model to obtain a model predicted picture, and performing loss calculation on the model predicted picture and the ground truth picture to obtain a loss calculation result; and adjusting the three-dimensional color look-up model according to the loss calculation result to obtain a target image processing model. The target image processing model is configured to perform image processing on an image to be processed to obtain an image processing result corresponding to the image to be processed.

    MEDIA MONITORING METHOD, APPARATUS AND SYSTEM

    公开(公告)号:US20240064353A1

    公开(公告)日:2024-02-22

    申请号:US17761526

    申请日:2021-04-27

    CPC classification number: H04N21/2407 H04N21/23418 H04N21/812

    Abstract: The present disclosure discloses a media monitoring method, apparatus and system. The method includes: obtaining image information of a program verification region in a display frame of a currently monitored display screen, wherein the program verification region is configured to display verification information corresponding to a current program that should be broadcast on the display screen; identifying the image information to determine actual display information representing a current actually-broadcast program; and performing verification on the actual display information according to the verification information, and determining that the display screen broadcasts normally if the verification is passed, or determining that the display screen does not broadcast normally if the verification is failed.

    METHOD FOR TRAINING DEFECTIVE-SPOT DETECTION MODEL, METHOD FOR DETECTING DEFECTIVE-SPOT, AND METHOD FOR RESTORING DEFECTIVE-SPOT

    公开(公告)号:US20250037255A1

    公开(公告)日:2025-01-30

    申请号:US18282589

    申请日:2022-10-28

    Inventor: Dan ZHU Ran DUAN

    Abstract: The present disclosure provides a defective-spot detection model training method, a defective-spot detection method and a defective-spot restoration method. The defective-spot detection model training method includes: obtaining a first training data set and a second training data set; generating a transparent layer based on a resolution of the sample detection image; replacing an image in a certain region of the transparent layer based on at least one of the plurality of frames of sample defective-spot images to generate a frame of transparent mask; generating a sample training image with a defective-spot based on the frame of transparent mask and the sample detection image; and processing the sample detection image by using the at least one of the plurality of frames of sample defective-spot images to generate a frame of sample training image.

    METHOD AND APPARATUS FOR PROCESSING VIDEO, AND DISPLAY DEVICE

    公开(公告)号:US20250030823A1

    公开(公告)日:2025-01-23

    申请号:US18281573

    申请日:2022-10-21

    Abstract: Provided is a method for processing a video. The method for processing the video can segment an initial video into a plurality of video clips, and calculate color temperatures of the plurality of video clips. For each target video clip in the plurality of video clips, the method can determine a color temperature adjustment coefficient of the target video clip based on a color temperature of the target video clip and a color balance correction coefficient thereof, and adjust a color temperature of at least one video frame in the target video clip by using the color temperature adjustment coefficient.

    VIDEO FRAME INTERPOLATION PROCESSING METHOD, VIDEO FRAME INTERPOLATION PROCESSING DEVICE, AND READABLE STORAGE MEDIUM

    公开(公告)号:US20240251056A1

    公开(公告)日:2024-07-25

    申请号:US18560891

    申请日:2023-02-23

    Inventor: Mengdi SUN Dan ZHU

    CPC classification number: H04N7/0135 H04N7/0127

    Abstract: A method and an apparatus for video frame interpolation processing, and a non-instantaneous readable storage medium. The method for video frame interpolation processing, including: acquiring the first video frame and the second video frame of the video; acquiring the first comparison result between the first video frame and the second video frame based on the first video frame and the second video frame; and determining whether to interpolate a frame between the first video frame and the second video frame based on the first comparison result. The first video frame and the second video frame are adjacent temporally, and the first video frame is a forward frame of the second video frame. The first comparison result indicates whether a picture switch exists between the first video frame and the second video frame.

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