Defect Observation Method and Defect Observation Device

Patent №

US 9,569,836

Granted

2017-02-14

Filed 2015

Owner

HITACHI HIGH-TECHNOLOGIES CORPORATION

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14650515

Cases in which defects are analyzed in a manufacturing process stage in which a pattern is not formed or in a manufacturing process in which a pattern formed on a lower layer does not appear in the captured image are increasing. However, in these cases, there is a problem of not being able to synthesize a favorable reference image and failing to detect a defect when a periodic pattern cannot be recognized in the pattern. In the present invention, a defect occupation rate, which is the percentage of an image being inspected occupied by a defect region, is found, it is determined whether the defect occupation rate is higher or lower than a threshold, and, in accordance with the determination results, it is determined whether to create, as the reference image, an image comprising pixels having the average luminance value of the luminance values of a plurality of pixels contained in the image being inspected. In particular, when the defect occupation rate is low, an image comprising pixels having the average luminance value of the luminance values of a plurality of pixels contained in the image being inspected is used as the reference image.

VisionG06T 7/001G01N 23/2254G01N 2223/418G01N 2223/611G06T 2207/30148

AI classification

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

Ownership

HITACHI HIGH-TECHNOLOGIES CORPORATION

assignment · 358100839

Assignors

HIRAI, TAKEHIRO, NAKAGAKI, RYO, HARADA, MINORU

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

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