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:
Feb. 17, 2026
Filed:
Sep. 12, 2023
Hyundai Motor Company, Seoul, KR;
Kia Corporation, Seoul, KR;
Hyun Kook Park, Seoul, KR;
Jae Hoon Cho, Seoul, KR;
HYUNDAI MOTOR COMPANY, Seoul, KR;
KIA CORPORATION, Seoul, KR;
Abstract
A learning device for generating a composite image similar to a real image, a learning method, a testing device for generating a training dataset, and a testing method are provided. The learning device includes a composite image generation network that applies a convolution operation to a simulation image at least once to generate a composite image. The learning device has a first discrimination network that applies a first discrimination operation to a first input image to generate a first discrimination score and has a second discrimination network that applies a second discrimination operation to a second input image to generate a second discrimination score. The learning device also includes a parameter update device that performs back-propagation of a first loss generated with reference to at least a portion of the first discrimination score or the second discrimination score to update a parameter of the composite image generation network.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile