The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 28, 2025

Filed:

Oct. 27, 2021
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Aleksai Levinshtein, Ontario, CA;

Xinyu Sun, Toronto, CA;

Haicheng Wang, Toronto, CA;

Vineeth Subrahmanya Bhaskara, Toronto, CA;

Stavros Tsogkas, Toronto, CA;

Allan Jepson, Toronto, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2023.01); G06T 3/4053 (2024.01); G06T 5/20 (2006.01);
U.S. Cl.
CPC ...
G06F 18/2148 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01); G06T 3/4053 (2013.01); G06T 5/20 (2013.01); G06T 2207/20081 (2013.01);
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.


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