Method of Automatic Defect Classification

Patent №

US 9,727,799

Granted

2017-08-08

Filed 2015

Owner

SAMSUNG ELECTRONICS CO., LTD.

Lab

AI components

4

vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14819566

A method of automatic defect classification (ADC) includes detecting defective parts from a substrate wherein at least one unit process is performed; and classifying defect types of the respective defective parts, wherein the classifying includes obtaining a scanning electron microscope (SEM) image of each of the defective parts; registering information about the substrate in a graphic data system (GDS) image corresponding to each SEM image; defining a plurality of defects of interest (DOIs) categorizing defects of the respective defective parts; defining a DOI rule that is a criterion for determining which defects of the respective defective parts correspond to which DOI from among the DOIs; and analyzing the image to classify which defects of the respective defective parts correspond to which DOI from among the DOIs according to the DOI rule.

VisionKnowledge representationPlanningAI hardwareG06T 7/001G06F 18/22G06V 10/75G06T 2207/10061G06T 2207/30148G06V 10/759G06V 2201/06

AI classification

Vision1.00
Planning0.97
Knowledge representation0.77
AI hardware0.68
Natural language0.06
Machine learning0.01
Evolutionary computation0.00
Speech0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD.

assignment · 362650858

Assignors

PARK, IL-SUK, AHN, JEONG-HO, CHO, HYUNG-SUK

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

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