IMAGE AND VIDEO CODING USING MACHINE LEARNING PREDICTION CODING MODELS

Patent №

US 11,601,644

Granted

2023-03-07

Filed 2019

Owner

GOOGLE LLC

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16295176

Video coding may include generating, by a processor, a decoded frame by decoding a current frame from an encoded bitstream and outputting a reconstructed frame based on the decoded frame. Decoding includes identifying a current encoded block from the current frame, identifying a prediction coding model for the current block, wherein the prediction coding model is a machine learning prediction coding model from a plurality of machine learning prediction coding models, identifying reference values for decoding the current block based on the prediction coding model, obtaining prediction values based on the prediction coding model and the reference values, generating a decoded block corresponding to the current encoded block based on the prediction values, and including the decoded block in the decoded frame.

Machine learningVisionPlanningAI hardwareH04N 19/107G06N 3/045G06N 3/0464G06N 3/08G06N 3/09G06N 20/00H04N 19/105H04N 19/154+3 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Planning0.57
Knowledge representation0.08
Evolutionary computation0.01
Natural language0.01
Speech0.00

Ownership

GOOGLE LLC

assignment · 485310768

Assignors

MUKHERJEE, DEBARGHA, JOSHI, URVANG, CHEN, YUE, PARKER, SARAH

On an employer assignment, the assignors are typically the inventors.

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