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:
Oct. 11, 2022
Filed:
Oct. 24, 2019
Applicant:
Samsung Sds Co., Ltd., Seoul, KR;
Inventors:
Assignee:
SAMSUNG SDS CO., LTD., Seoul, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/51 (2019.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06V 10/40 (2022.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6262 (2013.01); G06F 16/51 (2019.01); G06K 9/623 (2013.01); G06K 9/628 (2013.01); G06N 3/0454 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06V 10/40 (2022.01);
Abstract
An image classification apparatus includes an image segmentation module configured to segment a learning image into a plurality of segment images, a primary classification module configured to perform machine learning on a primary classifier using the plurality of segment images, and a secondary classification module configured to calculate a weight value combination for creating a secondary classification estimation value for the learning image from a plurality of primary classification estimation values generated by passing the plurality of segment images to the trained primary classifier, or a machine learning-based learning parameter.