Image Process Method to Improve Mask Inspection Performance

Patent №

US 9,529,255

Granted

2016-12-27

Filed 2013

Owner

TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14096167

The present disclosure relates to a method of inspecting a photomask to decrease false defects, which uses a plurality of image rendering models with varying emphasis on different design aspects, and an associated apparatus. In some embodiments, the method is performed by forming an integrated circuit (IC) design comprising a graphical representation of an integrated circuit. A first image rendering simulation is performed on the IC design using an initial image rendering model to determine a plurality of initial mask defects. A second image rendering simulation is performed on the IC design using a modified image rendering model that emphasizes a design aspect to determine a plurality of modified mask defects. By comparing the plurality of initial mask defects with the plurality of modified mask defects, falsely identified mask defects can be detected and eliminated.

AI classification

Vision0.97
Evolutionary computation0.07
AI hardware0.02
Planning0.01
Natural language0.01
Machine learning0.00
Speech0.00
Knowledge representation0.00

Ownership

TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.

assignment · 317110879

Assignors

LU, MENG-LIN, YANG, CHING-TING, CHEN, CHUN-JEN, LAI, CHIEN-HUNG, CHANG, JONG-YUH

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

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