WORD SEGMENTATION FOR DOCUMENT IMAGE USING RECURSIVE SEGMENTATION

Patent №

US 9,384,409

Granted

2016-07-05

Filed 2015

Owner

KONICA MINOLTA LABORATORY U.S.A., INC.

Lab

AI components

3

ml · nlp · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14609331

A word segmentation method uses a recursive technique to segment a text line image into word segments. Spacing segments of the line are obtained; an initial word segmentation is performed to classify the spacing segments based on their lengths into candidate character spacing segments and candidate word spacing segments. The initial segmentation result is evaluated to determine whether the candidate character spacing segments still have a bimodal or multi-modal distribution or a large spread in the distribution, or whether the line contains long words and too few words. If the conditions indicate that the initial segmentation is inadequate, another classification step is performed for the candidate character spacing segments to further classify them into new candidate character spacing segments and new candidate word spacing segments. The process is repeated until the word segmentation is deemed adequate based on the evaluation.

AI classification

Vision1.00
Natural language1.00
Machine learning1.00
Speech0.21
Planning0.02
AI hardware0.02
Knowledge representation0.00
Evolutionary computation0.00

Ownership

KONICA MINOLTA LABORATORY U.S.A., INC.

assignment · 348480819

Assignors

MING, WEI

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

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