METHOD FOR DETERMINING ATTRIBUTE USING NEURAL NETWORK AND FUZZY LOGIC

Patent №

US 5,655,031

Granted

1997-08-05

Filed 1995

Owner

MATSUSHITA ELECTRIC INDUSTRIAL CO., LTD.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08491070

An attribute decision method includes steps of making a comparison between one feature value, selected from seven feature values, of an input pattern contained in an input image and membership functions determined from 37 standard patterns including alphanumeric characters of "0" to "9" and "A" to "Z" and a hyphen of "-" with respect to the selected feature value and then obtaining output values of the membership functions for the individual standard patterns with respect to the input pattern. The seven feature values are, when the input pattern is a mesh pattern, vertical structure vector sums, horizontal structure vector sums, up-down and left-right area differences, and a vertical cross number. The method also includes steps of calculating a total value of the output value for the feature value for each of the standard patterns, and determining a standard pattern of the highest total value among the calculated total values and thus deciding one of the standard patterns which has the highest similarity to the input pattern.

AI classification

Vision1.00
Machine learning0.67
Planning0.45
AI hardware0.41
Natural language0.22
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00

Ownership

MATSUSHITA ELECTRIC INDUSTRIAL CO., LTD.

assignment · 75590218

Assignors

YUKAWA, NORIAKI, ISHII, SHOICHI, TESHIMA, MITSUTAKA

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

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