METHOD FOR PARTITIONING A PATTERN INTO OPTIMIZED SUB-PATTERNS

Patent №

US 9,147,252

Granted

2015-09-29

Filed 2011

Owner

COGNEX TECHNOLOGY AND INVESTMENT CORPORATION

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13330003

A method is provided for dividing a pattern into a plurality of sub-patterns, each sub-pattern being adapted for use with an image search method that can provide a plurality of sub-pattern search results. The method represents the pattern as a plurality of feature points, generates candidate partitions of the plurality of feature points, and then scores the candidate partitions by examining characteristics of each potential sub-pattern of each candidate partition. The highest-scoring partition is selected, and then it is applied to the plurality of feature points, creating one or more sub-pluralities of features. The invention advantageously provides a plurality of sub-patterns where each sub-pattern contains enough information to be located with a feature-based search method, where that information has been pre-evaluated as being useful and particularly adapted for running feature-based searches.

Machine learningVisionG06T 7/73G06T 7/12G06T 7/162G06V 10/426

AI classification

Vision1.00
Machine learning0.99
AI hardware0.45
Natural language0.18
Knowledge representation0.03
Planning0.02
Evolutionary computation0.00
Speech0.00

Ownership

COGNEX TECHNOLOGY AND INVESTMENT CORPORATION

assignment · 278130748

Assignors

DAVIS, JASON, KOLJONEN, JUHA

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

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