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. 20, 2024

Filed:

Nov. 20, 2019
Applicant:

Deepmind Technologies Limited, London, GB;

Inventors:

Joao Carreira, St Albans, GB;

Jean-Baptiste Alayrac, London, GB;

Andrew Zisserman, London, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/215 (2017.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/049 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06T 7/215 (2017.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06N 3/049 (2013.01); G06N 3/084 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A computer-implemented neural network system for decomposing input video data. A video data input receives a sequence of video image frames. The sequence is encoded, using a 3D spatio-temporal encoder neural network, into a set of latent variables representing a compressed version of the sequence. A 3D spatio-temporal decoder neural network processes the set of latent variables to generate two or more sets of decomposed video data; these may be stored, communicated, and/or made available to a user interface. Input video including undesired features such as reflections, shadows, and occlusions may thus be decomposed into two or more video sequences, one in which the undesired features are suppressed, and another containing the undesired features.


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