SEQUENTIAL APPROACH FOR AUTOMATIC DEFECT RECOGNITION

Patent №

US 8,345,949

Granted

2013-01-01

Filed 2010

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12720234

A method of automatic defect recognition includes receiving a initial set of inspection image data of a scanned object from a scanning machine; applying a first image analysis algorithm to this set of inspection image data; then removing from the set of inspection image data any defect-free image regions, so as to retain a set of analyzed inspection image data; applying an additional image analysis algorithm(s) to the set of analyzed inspection image data, wherein the additional algorithm(s) has a higher computational cost than the first image analysis algorithm; and based on the applying of the additional image analysis algorithm(s), removing from the first set of inspection image data a second set of defect-free image regions, thereby retaining a set of twice-analyzed inspection image data.

VisionAI hardwareG06T 7/0004G06T 2207/10081G06T 2207/20012G06T 2207/20016G06T 2207/30116G06T 2207/30164

AI classification

Vision1.00
AI hardware0.99
Planning0.42
Evolutionary computation0.21
Machine learning0.02
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 240520079

Assignors

ZHAO, FEI, KAUCIC, ROBERT AUGUST, MENDONCA, PAULO RICARDO

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

From the same owner

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