DEFECT CLASSIFIER USING CLASSIFICATION RECIPE BASED ON CONNECTION BETWEEN RULE-BASED AND EXAMPLE-BASED CLASSIFIERS

Patent №

US 8,150,141

Granted

2012-04-03

Filed 2011

Owner

Lab

AI components

3

ml · vision · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

13183488

In apparatuses for automatically acquiring and also for automatically classifying images of defects present on a sample such as a semiconductor wafer, a classifying system is provided which are capable of readily accepting even such a case that a large number of classification classes are produced based upon a request issued by a user, and also even such a case that a basis of the classification class is changed in a high frequency. When the user defines the classification classes, a device for designating attributes owned by the respective classification classes is provided. The classifying system automatically changes a connecting mode between an internally-provided rule-based classifier and an example-based classifier, so that such a classifying system which is fitted to the classification basis of the user is automatically constructed.

Machine learningVisionPlanningG06V 10/774G06F 18/214G06T 7/0004G06T 7/0006G06T 7/001G06T 2207/10056G06T 2207/10061G06T 2207/30148

AI classification

Vision1.00
Planning1.00
Machine learning0.99
AI hardware0.02
Knowledge representation0.02
Speech0.01
Natural language0.01
Evolutionary computation0.00
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