公开(公告)号：US20240153045A1

公开(公告)日：2024-05-09

申请号：US18359067

申请日：2023-07-26

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： INSOO KIM ,  Geonseok Seo ,  Jae Seok Choi ,  HYONG EUK LEE

IPC: G06T5/00 ,  G06T5/20 ,  G06T5/50

CPC classification number: G06T5/003 ,  G06T5/20 ,  G06T5/50 ,  G06T2207/20056 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: An image processing method includes computing a blur kernel of an input image using a kernel estimation model, performing kernel-based deblurring on the input image using the blur kernel to obtain a deconvolved image, and generating an output image by performing kernel-free deblurring based on the deconvolved image.

公开(公告)号：US20230132630A1

公开(公告)日：2023-05-04

申请号：US17862779

申请日：2022-07-12

Applicant: SAMSUNG ELECTRONICS CO., LTD. ,  Seoul National University R&DB Foundation

Inventor： Eunhee KANG ,  Minsoo KANG ,  Bohyung HAN ,  Sehwan KI ,  HYONG EUK LEE

IPC: G06N3/04 ,  G06N3/08

Abstract: A method includes: generating, based on a student network result of an implemented student network provided with an input, a sample corresponding to a distribution of an energy-based model based on the student network result and a teacher network result of an implemented teacher network provided with the input; training model parameters of the energy-based model to decrease a value of the energy-based model, based on the teacher network result and the student network result; and training the implemented student network to increase the value of the energy-based model, based on the sample and the student network result.