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:
Jul. 12, 2022

Filed:

Mar. 21, 2019
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Amirhossein Habibian, Amsterdam, NL;

Taco Sebastiaan Cohen, Amsterdam, NL;

Assignee:

Qualcomm Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/149 (2014.01); H04N 19/31 (2014.01); H04N 19/117 (2014.01); H04N 19/172 (2014.01); G06N 3/04 (2006.01); G06N 20/20 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04N 19/149 (2014.11); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 20/20 (2019.01); H04N 19/117 (2014.11); H04N 19/172 (2014.11); H04N 19/31 (2014.11);
Abstract

Certain aspects of the present disclosure are directed to methods and apparatus for compressing video content using deep generative models. One example method generally includes receiving video content for compression. The received video content is generally encoded into a latent code space through an auto-encoder, which may be implemented by a first artificial neural network. A compressed version of the encoded video content is generally generated through a trained probabilistic model, which may be implemented by a second artificial neural network, and output for transmission.


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