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:
Sep. 29, 2026

Filed:

Feb. 28, 2023
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Yijun Li, Seattle, WA (US);

Yannick Hold-Geoffroy, Québec, CA;

Manuel Rodriguez Ladron De Guevara, Pittsburgh, PA (US);

Jose Ignacio Echevarria Vallespi, Brooklyn, NY (US);

Daichi Ito, San Jose, CA (US);

Cameron Younger Smith, Santa Cruz, CA (US);

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 13/40 (2011.01); G06N 3/0455 (2023.01); G06N 3/0895 (2023.01);
U.S. Cl.
CPC ...
G06T 13/40 (2013.01); G06N 3/0455 (2023.01); G06N 3/0895 (2023.01);
Abstract

Avatar generation from an image is performed using semi-supervised machine learning. An image space model undergoes unsupervised training from images to generate latent image vectors responsive to image inputs. An avatar parameter space model undergoes unsupervised training from avatar parameter values for avatar parameters to generate latent avatar parameter vectors responsive to avatar parameter value inputs. A cross-modal mapping model undergoes supervised training on image-avatar parameter pair inputs corresponding to the latent image vectors and the latent avatar parameter vectors. The trained image space model generates a latent image vector from an image input. The trained cross-modal mapping model translates the latent image vector to a latent avatar parameter vector. The trained avatar parameter space model generates avatar parameter values from the latent avatar parameter vector. The latent avatar parameter vector can be used to render an avatar having features corresponding to the input image.


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