APPARATUS, PROGRAM, AND RECORDING MEDIUM FOR LEARNING DATA TO FORM A SELF-ORGANIZING MAP COMPRISED OF REFERENCE VECTORS CORRESPONDING TO FEATURES OF AN IMAGE AND USED FOR DETERMINING OBJECTS IN AN IMAGE

Patent №

US 7,574,036

Granted

2009-08-11

Filed 2004

Owner

FUJI PHOTO FILM CO, LTD.

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10806476

A temporary self-organizing map in which classes are associated with respective vector points is first derived by a first learning section of a data learning apparatus. Thereafter, by use of, for example, an improved method incorporating concept of vicinity learning intp learning vector quantization, a second learning section modifies the temporary self-organizing map and obtains a final self-organizing map. By use of the final self-organizing map thus derived, image meaning determining processing is performed.

Machine learningNatural languageVisionAI hardwareG06N 20/00G06F 18/2137G06V 10/267G06V 10/7715

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Natural language0.92
Knowledge representation0.43
Planning0.04
Speech0.00
Evolutionary computation0.00

Ownership

FUJI PHOTO FILM CO, LTD.

assignment · 156630594

Assignors

AKAHORI, SADATO

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

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