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. 03, 2023
Filed:
Nov. 23, 2020
Method and apparatus for recognizing object, and method and apparatus for training recognition model
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Byungin Yoo, Seoul, KR;
Youngjun Kwak, Seoul, KR;
Jungbae Kim, Seoul, KR;
Seon Min Rhee, Seoul, KR;
Seungju Han, Seoul, KR;
Jaejoon Han, Seoul, KR;
Wonjun Hwang, Seoul, KR;
Assignee:
Samsung Electronics Co., Ltd., Gyeonggi-do, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06V 10/44 (2022.01); G06V 40/16 (2022.01); G06V 40/12 (2022.01); G06N 3/08 (2006.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06N 3/08 (2013.01); G06V 10/451 (2022.01); G06V 40/1347 (2022.01); G06V 40/1365 (2022.01); G06V 40/16 (2022.01); G06V 40/168 (2022.01); G06V 40/172 (2022.01); H04L 63/0861 (2013.01);
Abstract
A method and an apparatus for recognizing an object are disclosed. The apparatus may extract a plurality of features from an input image using a single recognition model and recognize an object in the input image based on the extracted features. The single recognition model may include at least one compression layer configured to compress input information and at least one decompression layer configured to decompress the compressed information to determine the features.