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:
Aug. 06, 2019

Filed:

Apr. 29, 2019
Applicant:

Deep Render Ltd., London, GB;

Inventors:

Christian Lars Besenbruch, London, GB;

Arsalan Ali Zafar, London, GB;

Assignee:

Deep Render Ltd., London, GB;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/36 (2006.01); G06T 5/50 (2006.01); H04N 7/035 (2006.01); G06T 7/00 (2017.01); G06T 5/00 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); H04N 7/12 (2006.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 5/50 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 5/002 (2013.01); G06T 7/0002 (2013.01); G06T 7/97 (2017.01); G06T 9/002 (2013.01); H04N 7/035 (2013.01); H04N 7/12 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30168 (2013.01);
Abstract

A system and method for lossy image and video compression and transmission that utilizes a neural network as a function to map a known noise image to a desired or target image, allowing the transfer only of hyperparameters of the function instead of a compressed version of the image itself. This allows the recreation of a high-quality approximation of the desired image by any system receiving the hyperparameters, provided that the receiving system possesses the same noise image and a similar neural network. The amount of data required to transfer an image of a given quality is dramatically reduced versus existing image compression technology. Being that video is simply a series of images, the application of this image compression system and method allows the transfer of video content at rates greater than existing technologies in relation to the same image quality.


Find Patent Forward Citations

Besenbruch, Christian. (2019). System and method for lossy image and video compression and transmission utilizing neural networks (U.S. Patent No. 10373300). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10373300

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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