公开(公告)号：US20240233092A1

公开(公告)日：2024-07-11

申请号：US18616953

申请日：2024-03-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Gyehyun KIM ,  Beomseok KIM ,  Youjin LEE ,  Taeyoung JANG ,  Youngo PARK ,  Yongsup PARK ,  Sangmi LEE ,  Kwangpyo CHOI

IPC: G06T5/60 ,  G06T5/50

CPC classification number: G06T5/60 ,  G06T5/50 ,  G06T2207/20016 ,  G06T2207/20084 ,  G06T2207/20216

Abstract: Provided are an image processing method and an input processing device based on a neural network, the method including: obtaining a feature map distinguishing between a near object and a distant object of a low-resolution input image, obtaining a composited weight map for the low-resolution input image by inputting the feature map to a first Deep Neural Network (DNN), obtaining a first image by inputting the low-resolution input image to a second DNN suitable for restoring a distant object, obtaining a second image by inputting the low-resolution input image to a third DNN suitable for restoring a near object, and obtaining a high-resolution image for the low-resolution input image by performing weighted averaging on the first image and the second image using the composited weight map.

公开(公告)号：US20210390660A1

公开(公告)日：2021-12-16

申请号：US17240360

申请日：2021-04-26

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sangwook BAEK ,  Yongsup PARK ,  Sangmi LEE ,  Youngo PARK ,  Kwangpyo CHOI

IPC: G06T3/40 ,  G06N3/04 ,  G06K9/46

Abstract: An image processing apparatus for performing image quality processing on an image includes a feature extraction network and an image quality processing network including one or more modulation blocks, wherein each of the one or more modulation blocks includes a convolution layer, a modulation layer, and an activation layer for processing the image.