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:
Sep. 07, 2021
Filed:
Aug. 20, 2019
GM Global Technology Operations Llc, Detroit, MI (US);
Carnegie Mellon University, Pittsburgh, PA (US);
Jinsong Wang, Troy, MI (US);
Yang Zou, Pittsburgh, PA (US);
Guangyu J. Zou, Warren, MI (US);
Vijayakumar Bhagavatula, Pittsburgh, PA (US);
GM GLOBAL TECHNOLOGY OPERATIONS LLC, Detroit, MI (US);
CARNEGIE MELLON UNIVERSITY, Pittsburgh, PA (US);
Abstract
A system for analyzing images includes a processing device including a receiving module configured to receive an image associated with a target domain, and a domain adaptation module configured to characterize one or more features represented in the received image based on a domain adaptation model. The domain adaptation model is generated using a machine learning algorithm to train the domain adaptation model, and the machine learning algorithm is configured to train the domain adaptation model based on one or more source domain images associated with a source domain, one or more previously acquired images associated with the target domain, and acquired characterization data associated with the target domain. The system also includes an output module configured to output the received image with characterization data identifying one or more features characterized by the domain adaptation module.