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:
Nov. 10, 2026

Filed:

Jan. 24, 2022
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Joseph Johnson, Jr., Austin, TX (US);

Shiblee Hasan, Santa Clara, CA (US);

Emmanouil Koukoumidis, Kirkland, WA (US);

Dustin Abramson, Bellevue, WA (US);

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/11 (2017.01); G06T 9/00 (2006.01); G06V 10/74 (2022.01);
U.S. Cl.
CPC ...
G06T 9/00 (2013.01); G06T 7/11 (2017.01); G06V 10/761 (2022.01);
Abstract

A method includes obtaining image data, identifying a machine learning-compressible (ML-compressible) portion of the image data, and determining a location of the ML-compressible portion within the image data. The method also includes selecting, from a plurality of ML compression models, an ML compression model for the ML-compressible portion based on an image content thereof, and generating, based on the ML-compressible portion and by the ML compression model, an ML-compressed representation of the ML-compressible portion. The method further includes generating a compressed image data file that includes the ML-compressed representation and the location of the ML-compressible portion, and outputting the compressed image data file. The compressed image data file is configured to cause an ML decompression model corresponding to the ML compression model to generate a reconstruction of the ML-compressible portion of the image data based on the ML-compressed representation.


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Johnson, Jr., Joseph. (2026). Image compression and reconstruction using machine learning models (U.S. Patent No. 12793272). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12793272

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