公开(公告)号：US20220138500A1

公开(公告)日：2022-05-05

申请号：US17512312

申请日：2021-10-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Aleksai LEVINSHTEIN ,  Xinyu SUN ,  Haicheng WANG ,  Vineeth Subrahmanya BHASKARA ,  Stavros TSOGKAS ,  Allan JEPSON

IPC: G06K9/62 ,  G06T3/40 ,  G06T5/20 ,  G06N3/04 ,  G06N3/08

Abstract: A method for training a super-resolution network may include obtaining a low resolution image; generating, using a first machine learning model, a first high resolution image based on the low resolution image; generating, using a second machine learning model, a second high resolution image based on the first high resolution image and an unpaired dataset of high resolution images; obtaining a training data set using the low resolution image and the second high resolution image; and training the super-resolution network using the training data set.