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:
May. 25, 2021

Filed:

May. 03, 2019
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Walterio Wolfgang Mayol Cuevas, Seattle, WA (US);

Silviu Stefan Andrei, Kirkland, WA (US);

Nataliya Shapovalova, Issaquah, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/00 (2006.01); G06N 3/08 (2006.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06T 5/005 (2013.01); G06K 9/00201 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01);
Abstract

Techniques for enhancing an image are described. For example, a lower-resolution image, for example from a video file, may be enhanced using a trained neural network by applying the trained neural network to enhance a middle lower-resolution image of a plurality of lower-resolution images using a generator with filters of a generative adversary network. In some examples, a plurality of sequential feature processing acts are performed on the lower-resolution images to generate a residual which is added to a filtered version of one of the lower-resolution images to generate an enhanced image.


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