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:

Mar. 20, 2020
Applicant:

Uatc, Llc, San Francisco, CA (US);

Inventors:

Jerry Junkai Liu, Toronto, CA;

Shenlong Wang, Toronto, CA;

Raquel Urtasun, Toronto, CA;

Assignee:

UATC, LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/597 (2014.01); H04N 19/20 (2014.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); H04N 19/91 (2014.01);
U.S. Cl.
CPC ...
H04N 19/597 (2014.11); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04N 19/20 (2014.11); H04N 19/91 (2014.11);
Abstract

A machine-learned image compression model includes a first encoder configured to generate a first image code based at least in part on first image data. The first encoder includes a first series of convolutional layers configured to generate a first series of respective feature maps based at least in part on the first image. A second encoder is configured to generate a second image code based at least in part on second image data and includes a second series of convolutional layers configured to generate a second series of respective feature maps based at least in part on the second image and disparity-warped feature data. Respective parametric skip functions associated convolutional layers of the second series are configured to generate disparity-warped feature data based at least in part on disparity associated with the first series of respective feature maps and the second series of respective feature maps.


Find Patent Forward Citations

Liu, Jerry. (2021). Compression of images having overlapping fields of view using machine-learned models (U.S. Patent No. 11019364). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11019364

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