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.
Patent No.:
Date of Patent:
Jul. 08, 2025
Filed:
Oct. 11, 2021
Applicant:
The Regents of the University of California, Oakland, CA (US);
Inventors:
Albert Hsiao, San Diego, CA (US);
Evan Masutani, La Jolla, CA (US);
Assignee:
THE REGENTS OF THE UNIVERSITY OF CALIFORNIA, Oakland, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/00 (2024.01); G06N 3/02 (2006.01); G06T 3/4046 (2024.01); G06T 3/4053 (2024.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01); G06N 3/02 (2013.01); G06T 3/4046 (2013.01); G16H 30/40 (2018.01); G06T 2200/04 (2013.01);
Abstract
A method for improving resolution of a lower resolution image includes inputting at least one digital image into a convolutional neural network (CNN) comprising one of a SRNet and a UNet to output a two-dimensional image having a higher resolution. In some embodiments, multiple image frames may be processed using a 3D CNN to generate a two-dimensional output image.