IMAGE PROCESSING DEVICE AND OPERATING METHOD THEREFOR

    公开(公告)号:US20230214971A1

    公开(公告)日:2023-07-06

    申请号:US18120832

    申请日:2023-03-13

    CPC classification number: G06T5/20 G06T5/002 G06T2207/20084 G06T2207/20012

    Abstract: An image processing apparatus includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions to: obtain similarity information, based on a pixel difference between each pixel included in a first image and an adjacent pixel of each pixel included in the first image; determine weight information based on the similarity information; obtain first feature information by performing a convolution operation between the first image and a first kernel; obtain second feature information by applying the weight information to the first feature information; and generate a second image based on the second feature information.

    IMAGE PROCESSING APPARATUS AND OPERATING METHOD THEREOF

    公开(公告)号:US20230169748A1

    公开(公告)日:2023-06-01

    申请号:US18072050

    申请日:2022-11-30

    CPC classification number: G06V10/454 G06V10/22

    Abstract: An image processing apparatus for processing an image by using one or more convolutional neural networks includes a memory storing one or more instructions, and at least one processor configured to execute the one or more instructions stored in the memory to obtain first feature data by performing a convolution operation between input data obtained from a first image and a first kernel, divide a plurality of channels included in the first feature data into first groups, obtain second feature data by performing a convolution operation between the first feature data respectively corresponding to the first groups and second kernels respectively corresponding to the first groups, obtain shuffling data by shuffling the second feature data, obtain output data by performing a convolution operation between data obtained by summing channels included in the shuffling data and a third kernel, and generate a second image based on the output data.

    IMAGE PROCESSING APPARATUS AND OPERATING METHOD OF THE SAME

    公开(公告)号:US20220284565A1

    公开(公告)日:2022-09-08

    申请号:US17687227

    申请日:2022-03-04

    Abstract: An image processing apparatus and a method of operating the same are provided. The method includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions stored in the memory to obtain first frequency coefficient information by converting a first image into a frequency domain in units of blocks having a preset size, obtain correlation information indicating a correlation between at least one block of the first frequency coefficient information and a first kernel, generate a weight corresponding to the first frequency coefficient information based on the correlation information, generate second frequency coefficient information by rearranging coefficients included in the first frequency coefficient information, wherein the one or more of the coefficients having a same frequency is arranged into a same group, and obtain quality information of the first image based on the weight and the second frequency coefficient information.

    METHOD AND APPARATUS FOR ENCODING MOTION INFORMATION AND METHOD AND APPARATUS FOR DECODING SAME

    公开(公告)号:US20200213611A1

    公开(公告)日:2020-07-02

    申请号:US16813352

    申请日:2020-03-09

    Abstract: Provided are methods and apparatus for encoding and decoding motion information. The method of encoding motion information includes: obtaining a motion information candidate by using motion information of prediction units that are temporally or spatially related to a current prediction unit; adding, when the number of motion information included in the motion information candidate is smaller than a predetermined number n, alternative motion information to the motion information candidate so that the number of motion information included in the motion information candidate reaches the predetermined number n; determining motion information with respect to the current prediction unit from among the n motion information candidates; and encoding index information indicating the determined motion information as motion information of the current prediction unit.

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