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.
Patent No.:
Date of Patent:
Jan. 17, 2023
Filed:
Aug. 14, 2020
Fujitsu Limited, Kawasaki, JP;
Carnegie Mellon University, Pittsburgh, PA (US);
Koichiro Niinuma, Sunnyvale, CA (US);
Laszlo A. Jeni, Sunnyvale, CA (US);
Itir Onal Ertugrul, Sunnyvale, CA (US);
Jeffrey F. Cohn, Sunnyvale, CA (US);
FUJITSU LIMITED, Kawasaki, JP;
CARNEGIE MELLON UNIVERSITY, Pittsburgh, PA (US);
Abstract
A method may include obtaining a dataset including a target Action Unit (AU) combination and labeled images of the target AU combination with at least a first category of intensity for each AU of the target AU combination and a second category of intensity for each AU of the target AU combination. The method may also include determining that the first category of intensity for a first AU has a higher number of labeled images than the second category of intensity for the first AU, and based on the determination, identifying a number of new images to be synthesized in the second category of intensity for the first AU. The method may additionally include synthesizing the number of new images with the second category of intensity for the first AU, and adding the new images to the dataset.