VISION-BASED CELL STRUCTURE RECOGNITION USING HIERARCHICAL NEURAL NETWORKS

Patent №

US 11,222,201

Granted

2022-01-11

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16847792

Methods, systems, and computer program products for vision-based cell structure recognition using hierarchical neural networks and cell boundaries to structure clustering are provided herein. A computer-implemented method includes detecting a style of the given table using at least one style classification model; selecting, based at least in part on the detected style, a cell detection model appropriate for the detected style; detecting cells within the given table using the selected cell detection model; and outputting, to at least one user, information pertaining to the detected cells comprising image coordinates of one or more bounding boxes associated with the detected cells.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06V 30/412G06F 18/23213G06F 18/2413G06N 3/045G06N 3/0464G06T 7/10G06V 10/454G06V 10/763+9 more

AI classification

Vision1.00
Machine learning1.00
Natural language1.00
AI hardware1.00
Knowledge representation0.97
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 529890966

Assignors

WANG, XIN RU, BURDICK, DOUGLAS R., ZHENG, XINYI

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

From the same owner

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VISION-BASED CELL STRUCTURE RECOGNITION USING HIERARCHICAL NEURAL NETWORKS · 44B