SYSTEM AND METHOD FOR OCR OUTPUT VERIFICATION

Patent №

US 9,384,423

Granted

2016-07-05

Filed 2013

Owner

XEROX CORPORATION

Lab

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13903218

A system and method for computing confidence in an output of a text recognition system includes performing character recognition on an input text image with a text recognition system to generate a candidate string of characters. A first representation is generated, based on the candidate string of characters, and a second representation is generated based on the input text image. A confidence in the candidate string of characters is computed based on a computed similarity between the first and second representations in a common embedding space.

Machine learningNatural languageVisionSpeechAI hardwareG06V 30/2272G06V 10/7715G06V 20/63G06V 30/19127G06V 20/625

AI classification

Vision1.00
Natural language1.00
AI hardware0.99
Speech0.98
Machine learning0.56
Knowledge representation0.14
Planning0.02
Evolutionary computation0.00

Ownership

XEROX CORPORATION

assignment · 304930815

Assignors

RODRIGUEZ-SERRANO, JOSE ANTONIO, PERRONNIN, FLORENT C.

On an employer assignment, the assignors are typically the inventors.

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