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, 2024

Filed:

Oct. 14, 2020
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Dana Kianfar, Diemen, NL;

Auke Joris Wiggers, Amsterdam, NL;

Amir Said, San Diego, CA (US);

Taco Sebastiaan Cohen, Amsterdam, NL;

Reza Pourreza Shahri, San Diego, CA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/124 (2014.01); G05B 13/00 (2006.01); G06F 30/27 (2020.01); G06N 3/02 (2006.01); G06N 3/047 (2023.01); H04N 19/13 (2014.01); H04N 19/176 (2014.01); H04N 19/18 (2014.01); H04N 19/61 (2014.01);
U.S. Cl.
CPC ...
H04N 19/176 (2014.11); G05B 13/00 (2013.01); G06F 30/27 (2020.01); G06N 3/02 (2013.01); G06N 3/047 (2023.01); H04N 19/124 (2014.11); H04N 19/13 (2014.11); H04N 19/18 (2014.11); H04N 19/61 (2014.11); H04Q 2213/13343 (2013.01); H04Q 2213/343 (2013.01); Y10S 706/00 (2013.01);
Abstract

A video encoder determines scaled transform coefficients, wherein determining the scaled transform coefficients comprises scaling transform coefficients of a block of the video data according to a given quantization step. The video encoder determines scalar quantized coefficients, wherein determining the scalar quantized coefficients comprises applying scalar quantization to the scaled transform coefficients of the block. Additionally, the video encoder applies a neural network that determines a respective set of probabilities for each respective transform coefficient of the block. The respective set of probabilities for the respective transform coefficient includes a respective probability value for each possible adjustment value in a plurality of possible adjustment values. Inputs to the neural network include the scaled transform coefficients and the scalar quantized coefficients. The video encoder determines, based on the set of probabilities for a particular transform coefficient of the block, a quantization level for the particular transform coefficient.


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