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:
Mar. 17, 2020

Filed:

Nov. 08, 2017
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Yang Liu, Cambridge, GB;

Zhaowen Wang, San Jose, CA (US);

Hailin Jin, San Jose, CA (US);

Assignee:

ADOBE INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/68 (2006.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06K 9/66 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6828 (2013.01); G06K 9/00422 (2013.01); G06K 9/6256 (2013.01); G06K 9/6273 (2013.01); G06K 9/6277 (2013.01); G06K 9/66 (2013.01); G06N 3/0454 (2013.01); G06N 3/0472 (2013.01); G06N 3/084 (2013.01); G06K 2209/011 (2013.01);
Abstract

The present disclosure relates to a font recognition system that employs a multi-task learning framework and adversarial training to improve font classification and remove negative side effects caused by intra-class variances of glyph content. For example, in one or more embodiments, the font recognition system adversarial trains a font recognition neural network by minimizing font classification loss while at the same time maximizing glyph classification loss. By employing an adversarially trained font classification neural network, the font recognition system can improve overall font recognition by removing the negative side effects from diverse glyph content.


Find Patent Forward Citations

Liu, Yang. (2020). Font recognition using adversarial neural network training (U.S. Patent No. 10592787). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10592787

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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