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:
Dec. 13, 2022

Filed:

May. 15, 2020
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Luitpold Staudigl, Bonn, DE;

Thomas Sydney Austin Wallis, Tuebingen, DE;

Mike Mueller, Tuebingen, DE;

Muhammad Bilal Javed, Berlin, DE;

Pablo Barbachano, Berlin, DE;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 9/00 (2006.01); G06T 3/40 (2006.01); G06T 7/00 (2017.01); G06N 3/08 (2006.01); G06N 20/20 (2019.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06K 9/6256 (2013.01); G06K 9/6289 (2013.01); G06N 3/082 (2013.01); G06N 3/086 (2013.01); G06N 20/20 (2019.01); G06T 3/4046 (2013.01); G06T 7/0002 (2013.01); G06T 2207/30168 (2013.01);
Abstract

One or more multi-stage optimization iterations are performed with respect to a compression algorithm. A given iteration comprises a first stage in which hyper-parameters of a perceptual quality algorithm are tuned independently of the compression algorithm. A second stage of the iteration comprises tuning hyper-parameters of the compression algorithm using a set of perceptual quality scores generated by the tuned perceptual quality algorithm. The final stage of the iteration comprises performing a compression quality evaluation test on the tuned compression algorithm.


Find Patent Forward Citations

Loading…