Image processing apparatuses and methods, image processing systems and training methods

    公开(公告)号:US10769757B2

    公开(公告)日:2020-09-08

    申请号:US15936862

    申请日:2018-03-27

    Abstract: An image processing apparatus and method, an image processing system and a training method are disclosed. The image processing method comprises: receiving an input image; and inputting the input image to K stages of cascaded decoding units, to process the input image to obtain an output image, wherein an ith stage of decoding unit receives mK+1−i input images and outputs mK−i output images, a resolution of the output images is greater than a resolution of the input images, and the number of image components of the output images is less than the number of image components of the input images, where K, i and m are positive integers and 1≤i≤K.

    Image processing method and device
    63.
    发明授权

    公开(公告)号:US10395167B2

    公开(公告)日:2019-08-27

    申请号:US15712654

    申请日:2017-09-22

    Abstract: An image processing method and an image processing device are provided. The image processing method includes steps of extracting a feature of an inputted first image by a first CNN, and reconstructing and outputting an image by a second CNN. The first CNN includes a plurality of first convolutional layers connected sequentially to each other and a plurality of first pooling layers each arranged between respective adjacent first convolutional layers, and each first convolutional layer is configured to generate and output a first convolutional feature. The second CNN includes a plurality of second convolutional layers connected sequentially to each other and a plurality of composite layers each arranged between respective adjacent second convolutional layers, and each composite layer is an up-sampling layer.

    Apparatus and method for correcting a flicker in a video, and video device

    公开(公告)号:US10346960B2

    公开(公告)日:2019-07-09

    申请号:US15717225

    申请日:2017-09-27

    Abstract: The disclosure discloses an apparatus and method for correcting a flicker in a video, and a video device, the method including: determining a correction weight for correcting grayscale values of a current frame of video image according to a ratio of a variance of a histogram of mapped grayscale values of a last frame of video image to a variance of a histogram of grayscale values of the last frame of video image, and a contrast enhancement upper limit parameter input by a user, and/or a largest percentage of the number of pixels with a same grayscale among a total number of pixels in the histogram of the grayscale values of the last frame of video image, and the contrast enhancement upper limit parameter input by the user; and, determining resulting grayscale values of the current frame of video image according to the correction weight.

    IMAGE COMPRESSION/DECOMPRESSION METHOD AND DEVICE, AND IMAGE PROCESSING SYSTEM

    公开(公告)号:US20190141353A1

    公开(公告)日:2019-05-09

    申请号:US16184142

    申请日:2018-11-08

    Abstract: There are disclosed an image compression method, device, and compression/decompression system, the image compression method including: receiving an input image; encoding the input image by utilizing n stages of encoding unit connected in cascades to produce an output image, where n is an integer greater than 1, wherein an input of an i-th stage of encoding unit is an i-th stage of encoding input image and includes mi−1 image components, an output of the i-th stage of encoding unit is an i-th stage of encoding output image and includes mi image components, and the output of the i-th stage of encoding unit is an input of a (i+1)-th stage of encoding unit, where 1≤i

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