METHODS FOR FINDING AND CHARACTERIZING A DEFORMED PATTERN IN AN IMAGE

Patent №

US 8,345,979

Granted

2013-01-01

Filed 2007

Owner

COGNEX TECHNOLOGY AND INVESTMENT CORPORATION

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11670199

A method is disclosed for finding a deformed pattern in an image using a plurality of sub-patterns. By advantageously restricting sub-pattern search ranges, search speed is improved, and the incidence of spurious matches is reduced. The method also quickly decides which sub-pattern result, of several potential candidates, is most likely to be the correct match for a deformed sub-pattern. Also, a method is provided for characterizing a deformed pattern in an image by using results from feature-based search tools to create a mapping that models the deformation of the pattern. A transform, selectable by a user, is fit to the results from the search tools to create a global deformation mapping. This transformation is fit only to feature points derived from matches resulting from successful sub-pattern search, without including data from areas of the pattern that were blank, not matched, or otherwise didn't contain information about the pattern's distorted location.

AI classification

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

Ownership

COGNEX TECHNOLOGY AND INVESTMENT CORPORATION

assignment · 192000596

Assignors

DAVIS, JASON

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

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