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:
Sep. 24, 2024

Filed:

Jul. 21, 2021
Applicant:

Black Sesame Technologies Inc., San Jose, CA (US);

Inventors:

Evelyn Chee, Singapore, SG;

Shanlan Shen, Singapore, SG;

Jieer Ouyang, Singapore, SG;

Yubo Duan, Singapore, SG;

Assignee:

Black Sesame Technologies Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 3/4053 (2024.01); G06N 20/00 (2019.01); G06T 5/00 (2006.01); G06T 7/33 (2017.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01); G06N 20/00 (2019.01); G06T 5/00 (2013.01); G06T 7/337 (2017.01); G06T 2207/20221 (2013.01);
Abstract

The present invention discloses a multi-frame image super resolution system that utilizes both deep learning models and traditional models of enhancing the resolution of an image so that minimal computational resources are used. A frame alignment module of the invention aligns the frames of the image after which a processing module configured within the system process the Y and the UV channels of the image by using multiple deep and traditional resolution enhancement models. A merging unit merges the output of the processors to produce a super resolution image incorporating the advantages of both of the image enhancement methods.


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