DETERMINATION OF INPUTTED IMAGE TO BE DOCUMENT OR NON-DOCUMENT

Patent №

US 8,385,643

Granted

2013-02-26

Filed 2009

Owner

SHARP KABUSHIKI KAISHA

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12353440

A preprocessing section binarizes input image data and calculates a total black pixel ratio. A feature extracting section detects connected components included in the binary image data and detects circumscribing bounding boxes of the connected components. Predetermined connected components are removed from all of the connected components based on the sizes of the detected circumscribing bounding boxes and bounding box black pixel ratios. By using the connected components that remain after removing the unnecessary connected components, a histogram is generated by specifying the sizes of the circumscribing bounding boxes as classes and numbers of the connected components as the frequencies of occurrence. A determining section determines whether the input image data is document image data or non-document image data based on information related to the generated histogram and the total black pixel ratio.

Machine learningVisionG06V 30/413G06V 30/162G06V 30/18095G06V 30/414G06V 30/10

AI classification

Vision1.00
Machine learning0.54
Knowledge representation0.18
Evolutionary computation0.05
Natural language0.02
AI hardware0.01
Speech0.00
Planning0.00

Ownership

SHARP KABUSHIKI KAISHA

assignment · 221130777

Assignors

LI, JILIN, FAN, ZHI-GANG, WU, YADONG, WU, BO, LE, NING

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

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