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. 13, 2022

Filed:

Oct. 24, 2019
Applicant:

At&t Intellectual Property I, L.p., Atlanta, GA (US);

Inventors:

Wei Wang, Harrison, NJ (US);

Mikhail Istomin, Brooklyn, NY (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06T 5/50 (2006.01); G06F 17/16 (2006.01); G06Q 50/00 (2012.01); G06T 1/00 (2006.01);
U.S. Cl.
CPC ...
G06F 21/6227 (2013.01); G06F 17/16 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06Q 50/01 (2013.01); G06T 5/50 (2013.01); G06T 1/0021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20221 (2013.01);
Abstract

Aspects of the subject disclosure may include, for example, a method for training a deep learning model that includes encoding a content item; generating a blended image by combining a background image and the encoded content; decoding the blended image to generate decoded content corresponding to the content item; and defining or specifying a loss function related to the deep learning model. The method also includes determining values of training parameters for the deep learning model to minimize the loss function, thereby obtaining a trained deep learning model. The method also includes an information concealing procedure using the trained deep learning model to conceal user content by encoding the user content and blending the encoded user content with a user-selected image; the information concealing procedure is substantially independent of the user-selected image. Other embodiments are disclosed.


Find Patent Forward Citations

Loading…