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:
Mar. 11, 2025

Filed:

Apr. 30, 2020
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Cristian Sminchisescu, Kanton of Zurich, CH;

Hongyi Xu, Kanton of Zurich, CH;

Eduard Gabriel Bazavan, Kanton of Zurich, CH;

Andrei Zanfir, Kanton of Zurich, CH;

William T. Freeman, Acton, MA (US);

Rahul Sukthankar, Orlando, FL (US);

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/20 (2006.01); G06N 3/0455 (2023.01); G06N 3/08 (2023.01); G06T 19/20 (2011.01);
U.S. Cl.
CPC ...
G06T 17/20 (2013.01); G06N 3/0455 (2023.01); G06N 3/08 (2013.01); G06T 19/20 (2013.01); G06T 2219/2021 (2013.01);
Abstract

The present disclosure provides a statistical, articulated 3D human shape modeling pipeline within a fully trainable, modular, deep learning framework. In particular, aspects of the present disclosure are directed to a machine-learned 3D human shape model with at least facial and body shape components that are jointly trained end-to-end on a set of training data. Joint training of the model components (e.g., including both facial, hands, and rest of body components) enables improved consistency of synthesis between the generated face and body shapes.


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