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. 27, 2024

Filed:

Aug. 02, 2021
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Koichiro Niinuma, Pittsburgh, PA (US);

Jeffrey F. Cohn, Pittsburgh, PA (US);

Laszlo A. Jeni, Pittsburgh, PA (US);

Assignees:

FUJITSU LIMITED, Kawasaki, JP;

CARNEGIE MELLON UNIVERSITY, Pittsburgh, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 40/16 (2022.01); G06F 18/214 (2023.01); G06F 21/32 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06V 40/174 (2022.01); G06F 18/214 (2023.01); G06F 21/32 (2013.01); G06N 20/00 (2019.01); G06V 40/172 (2022.01);
Abstract

A method may include obtaining a facial image of a subject and identifying a number of new images to be synthesized with target AU combinations and categories of intensity. The method may also include synthesizing the number of new images using the facial image of the subject as the base image with the number of target AU combinations and categories of intensity with a number of new images that have different AU combinations than the facial image of the subject. The method may additionally include adding the number of new images to a dataset and training a machine learning system using the dataset to identify a facial expression of the subject.


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