METHODS AND SYSTEMS FOR IDENTIFYING FIELDS IN A DOCUMENT Russian patent published in 2021 - IPC G06N3/08 G06K9/66 

Abstract RU 2760471 C1

FIELD: imaging technology.

SUBSTANCE: invention relates to systems and methods for detecting fields in a document. Systems and methods are disclosed to obtain a training data set containing several document images, with each of the several document images being mapped to the corresponding metadata defining the document field containing the variable text; formation by processing several images of the document of the first heat map, represented by a data structure containing several elements of the heat map corresponding to several pixels of the document image, and each element of the heat map stores a counter of a certain number of images of the document, in which the document field contains a pixel of the document image associated with the element of the heat map; obtaining an image of the input document and determining within the image of the input document the candidate area containing the document field, and the candidate area contains several pixels of the image of the input document corresponding to the elements of the heat map that satisfy the threshold condition.

EFFECT: more accurate identification of the fields in the document.

15 cl, 9 dwg

Similar patents RU2760471C1

Title Year Author Number
METHODS AND SYSTEMS FOR IDENTIFYING FIELDS IN A DOCUMENT 2021
  • Stanislav Semenov
RU2774653C1
GENERATION OF MARKING OF DOCUMENT IMAGES FOR TRAINING SAMPLE 2017
  • Zagajnov Ivan Germanovich
  • Borin Pavel Valerevich
RU2668717C1
TRAINING NEURAL NETWORKS USING LOSS FUNCTIONS REFLECTING RELATIONSHIPS BETWEEN NEIGHBOURING TOKENS 2018
  • Eugene Indenbom
  • Daniil Anastasiev
RU2721190C1
RETRIEVING FIELDS USING NEURAL NETWORKS WITHOUT USING TEMPLATES 2019
  • Stanislav Semenov
RU2737720C1
USE OF DEPTH SEMANTIC ANALYSIS OF TEXTS ON NATURAL LANGUAGE FOR CREATION OF TRAINING SAMPLES IN METHODS OF MACHINE TRAINING 2016
  • Anisimovich Konstantin Vladimirovich
  • Selegej Vladimir Pavlovich
  • Garashchuk Ruslan Vladimirovich
RU2636098C1
TEXT SEGMENTATION 2017
  • Indenbom Evgenij Mikhajlovich
  • Kolotienko Sergej Sergeevich
RU2666277C1
DEVICE AND METHOD FOR ANALYSIS OF MEDICAL IMAGES 2022
  • Kuleev Ramil Fuatovich
  • Rakhmatullina Miliausha Damirovna
  • Mongolin Aleksandr Sergeevich
  • Maksudov Bulat Timurovich
  • Mustafaev Tamerlan Aidyn Ogly
RU2806982C1
DETECTING TEXT FIELDS USING NEURAL NETWORKS 2018
  • Zuev, Konstantin Alekseevich
  • Senkevich, Oleg Evgenyevich
  • Golubev, Sergei Vladimirovich
RU2699687C1
NAMED ENTITIES FROM THE TEXT AUTOMATIC EXTRACTION 2014
  • Nekhaj Ilya Vladimirovich
RU2665239C2
EXTRACTION OF MULTIPLE DOCUMENTS FROM A SINGLE IMAGE 2020
  • Ivan Zagaynov
  • Aleksandra Stepina
RU2764705C1

RU 2 760 471 C1

Authors

Semenov Stanislav Vladimirovich

Lanin Mikhail Olegovich

Dates

2021-11-25Published

2020-12-17Filed