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.

Date of Patent:
Jul. 08, 2025

Filed:

Nov. 12, 2020
Applicant:

Samsung Electronics Co., Ltd., Gyeonggi-Do, KR;

Inventors:

Dalkandura Arachchige Kalpa Shashika Silva Gunaratna, San Jose, CA (US);

Vijay Srinivasan, San Jose, CA (US);

Sandeep Nama, Santa Clara, CA (US);

Christian Koehler, Sunnyvale, CA (US);

Hongxia Jin, Cupertino, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/025 (2023.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01); G06N 7/01 (2023.01); G06T 7/11 (2017.01); H04N 19/176 (2014.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01); G06N 7/01 (2023.01); G06T 7/11 (2017.01); H04N 19/176 (2014.11);
Abstract

Computer-based content understanding can include segmenting an image into a plurality of blocks, wherein each block includes textual information from the image. For each block of the plurality of blocks, encoded feature data is generated by encoding visual information of the block and visual information of one or more neighboring blocks from the plurality of blocks and encoded textual data is generated by encoding the textual information of the block and the textual information of the one or more neighboring blocks. Further, using an entity class prediction model, one or more tokens of the block are classified into one or more entity classes based on a combination of the encoded textual data and the encoded feature data. A plurality of entities can be extracted from the image based on the entity classes of the plurality of blocks.


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