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:
Oct. 26, 2021

Filed:

Feb. 14, 2020
Applicant:

Abbyy Production Llc, Moscow, RU;

Inventors:

Aleksey Alekseevich Zhuravlev, Yaroslavl, RU;

Vladimir Rybkin, Moscow, RU;

Konstantin Vladimirovich Anisimovich, Moscow, RU;

Azat Aydarovich Davletshin, Republic of Tatarstan, RU;

Assignee:

ABBYY Production LLC, Moscow, RU;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01); G06N 5/00 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); G06K 9/00442 (2013.01); G06K 9/6256 (2013.01); G06K 9/6273 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 5/003 (2013.01); G06N 7/005 (2013.01);
Abstract

A classification engine generates, using a weighted graph, a plurality of sets of confused graphemes based on recognition data for a plurality of document images; receives an input grapheme image associated with a document image comprising a plurality of grapheme images; determines a set of recognition options for the input grapheme image, where the set of recognition options comprises a set of target characters that are similar to the input grapheme image; identifies a neural network trained to recognize a first set of confused graphemes, where the first set of confused graphemes comprises at least a portion of the set of recognition options for the input grapheme image; and determines a grapheme class for the input grapheme image using the identified neural network.


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