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:
Jan. 16, 2024

Filed:

Oct. 11, 2022
Applicants:

Disney Enterprises, Inc., Burbank, CA (US);

Eth Zürich (Eidgenössische Technische Hochschule Zürich), Zürich, CH;

Inventors:

Dominik Thabo Beeler, Egg, CH;

Derek Edward Bradley, Zurich, CH;

Eftychios Dimitrios Sifakis, Verona, WI (US);

Gaspard Zoss, Zurich, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 13/40 (2011.01); G06T 13/80 (2011.01); G06V 40/16 (2022.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06T 13/40 (2013.01); G06F 18/214 (2023.01); G06T 13/80 (2013.01); G06V 40/176 (2022.01); G06T 2215/06 (2013.01);
Abstract

A modeling engine generates a prediction model that quantifies and predicts secondary dynamics associated with the face of a performer enacting a performance. The modeling engine generates a set of geometric representations that represents the face of the performer enacting different facial expressions under a range of loading conditions. For a given facial expression and specific loading condition, the modeling engine trains a Machine Learning model to predict how soft tissue regions of the face of the performer change in response to external forces applied to the performer during the performance. The modeling engine combines different expression models associated with different facial expressions to generate a prediction model. The prediction model can be used to predict and remove secondary dynamics from a given geometric representation of a performance or to generate and add secondary dynamics to a given geometric representation of a performance.


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