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:
Feb. 18, 2020

Filed:

Dec. 15, 2017
Applicant:

Waveone Inc., Mountain View, CA (US);

Inventors:

Lubomir Bourdev, Mountain View, CA (US);

Carissa Lew, San Jose, CA (US);

Sanjay Nair, Fremont, CA (US);

Oren Rippel, Mountain View, CA (US);

Assignee:

WaveOne Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01); G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); H04N 19/126 (2014.01); H04N 19/167 (2014.01); H04N 19/172 (2014.01); H04N 19/196 (2014.01); H04N 19/91 (2014.01); H04N 19/44 (2014.01); G06K 9/66 (2006.01); G06T 5/00 (2006.01); H04N 19/13 (2014.01); H04N 19/149 (2014.01); H04N 19/18 (2014.01); H04N 19/48 (2014.01); H04N 19/154 (2014.01); H04N 19/33 (2014.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06K 9/00288 (2013.01); G06K 9/00744 (2013.01); G06K 9/00771 (2013.01); G06K 9/4619 (2013.01); G06K 9/4628 (2013.01); G06K 9/6212 (2013.01); G06K 9/6232 (2013.01); G06K 9/6256 (2013.01); G06K 9/6263 (2013.01); G06K 9/6274 (2013.01); G06K 9/66 (2013.01); G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01); G06T 5/002 (2013.01); H04N 19/126 (2014.11); H04N 19/13 (2014.11); H04N 19/149 (2014.11); H04N 19/154 (2014.11); H04N 19/167 (2014.11); H04N 19/172 (2014.11); H04N 19/18 (2014.11); H04N 19/197 (2014.11); H04N 19/33 (2014.11); H04N 19/44 (2014.11); H04N 19/48 (2014.11); H04N 19/91 (2014.11); G06K 2209/01 (2013.01);
Abstract

An enhanced encoder system generates residual bitstreams representing additional image information that can be used by an image enhancement system to improve a low quality image. The enhanced encoder system upsamples a low quality image and compares the upsampled image to a true high quality image to determine image inaccuracies that arise due to the upsampling process. The enhanced encoder system encodes the information describing the image inaccuracies using a trained encoder model as the residual bitstream. The image enhancement system upsamples the same low quality image to obtain a prediction of a high quality image that can include image inaccuracies. Given the residual bitstream, the image enhancement system decodes the residual bitstream using a trained decoder model and uses the additional image information to improve the predicted high quality image. The image enhancement system can provide an improved, high quality image for display.


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