SYSTEM AND METHOD FOR DETECTING FLAWS IN OBJECTS USING MACHINE VISION

Patent №

US 8,103,085

Granted

2012-01-24

Filed 2007

Owner

COGNEX CORPORATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11860800

This invention overcomes the disadvantages of the prior art by providing a system and method for flexibly detecting flaws in the acquired runtime/live images of objects based upon an inspection process that employs a training or model image of the object. This system and method enables predetermined flaws, and other predetermined features, within predetermined tolerances, to be disregarded as a flaw at inspection time. Typically, flexible flaw detection and repositioning of the model image occurs locally with respect to predetermined flaws and imperfections, and is undertaken after the image is acquired and the model image has undergone a global affine transformation/positioning with respect to the runtime image. Subsequent inspection then occurs with a locally repositioned model image that subsumes any imperfection or variation that is to be disregarded.

Machine learningVisionG06T 7/001G06T 7/33G06T 2207/30164

AI classification

Vision1.00
Machine learning0.82
Planning0.05
Knowledge representation0.04
Natural language0.00
Speech0.00
AI hardware0.00
Evolutionary computation0.00

Ownership

COGNEX CORPORATION

assignment · 200950480

Assignors

ZADEH, ALI M.

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

From the same owner

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