JP6629934B2 - 試験方策を生成する方法およびそのシステム - Google Patents

試験方策を生成する方法およびそのシステム Download PDF

Info

Publication number
JP6629934B2
JP6629934B2 JP2018169481A JP2018169481A JP6629934B2 JP 6629934 B2 JP6629934 B2 JP 6629934B2 JP 2018169481 A JP2018169481 A JP 2018169481A JP 2018169481 A JP2018169481 A JP 2018169481A JP 6629934 B2 JP6629934 B2 JP 6629934B2
Authority
JP
Japan
Prior art keywords
design
noise
group
segmentation
data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2018169481A
Other languages
English (en)
Japanese (ja)
Other versions
JP2019050376A5 (enExample
JP2019050376A (ja
Inventor
シュカリム アリエル
シュカリム アリエル
アムザレグ モシェ
アムザレグ モシェ
ナイシュタイン エヤル
ナイシュタイン エヤル
トゥブル シュロモ
トゥブル シュロモ
ゲシェル マーク
ゲシェル マーク
コーエン エラッド
コーエン エラッド
Original Assignee
アプライド マテリアルズ イスラエル リミテッド
アプライド マテリアルズ イスラエル リミテッド
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by アプライド マテリアルズ イスラエル リミテッド, アプライド マテリアルズ イスラエル リミテッド filed Critical アプライド マテリアルズ イスラエル リミテッド
Publication of JP2019050376A publication Critical patent/JP2019050376A/ja
Publication of JP2019050376A5 publication Critical patent/JP2019050376A5/ja
Application granted granted Critical
Publication of JP6629934B2 publication Critical patent/JP6629934B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/88—Investigating the presence of flaws or contamination
    • G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • G01N21/956—Inspecting patterns on the surface of objects
    • G01N21/95607—Inspecting patterns on the surface of objects using a comparative method
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/30—Circuit design
    • G06F30/36—Circuit design at the analogue level
    • G06F30/367—Design verification, e.g. using simulation, simulation program with integrated circuit emphasis [SPICE], direct methods or relaxation methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/88—Investigating the presence of flaws or contamination
    • G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • G01N21/9501—Semiconductor wafers
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/0006—Industrial image inspection using a design-rule based approach
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/0008—Industrial image inspection checking presence/absence
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/001—Industrial image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/88—Investigating the presence of flaws or contamination
    • G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • G01N21/956—Inspecting patterns on the surface of objects
    • G01N2021/95676—Masks, reticles, shadow masks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20224—Image subtraction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30108—Industrial image inspection
    • G06T2207/30148—Semiconductor; IC; Wafer
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Computer Hardware Design (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Pathology (AREA)
  • Immunology (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
JP2018169481A 2017-09-11 2018-09-11 試験方策を生成する方法およびそのシステム Active JP6629934B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/701,371 2017-09-11
US15/701,371 US10290087B2 (en) 2017-09-11 2017-09-11 Method of generating an examination recipe and system thereof

Publications (3)

Publication Number Publication Date
JP2019050376A JP2019050376A (ja) 2019-03-28
JP2019050376A5 JP2019050376A5 (enExample) 2019-07-04
JP6629934B2 true JP6629934B2 (ja) 2020-01-15

Family

ID=65631243

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2018169481A Active JP6629934B2 (ja) 2017-09-11 2018-09-11 試験方策を生成する方法およびそのシステム

Country Status (5)

Country Link
US (1) US10290087B2 (enExample)
JP (1) JP6629934B2 (enExample)
KR (1) KR102079022B1 (enExample)
CN (1) CN109558620B (enExample)
TW (1) TWI684000B (enExample)

Families Citing this family (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10872406B2 (en) * 2018-04-13 2020-12-22 Taiwan Semiconductor Manufacturing Company, Ltd. Hot spot defect detecting method and hot spot defect detecting system
US10853932B2 (en) * 2019-01-16 2020-12-01 Applied Material Israel, Ltd. Method of defect detection on a specimen and system thereof
KR102433186B1 (ko) * 2019-04-12 2022-08-18 레고 에이/에스 안정성 체크 장치, 방법 및 컴퓨터 프로그램 제품
KR102341778B1 (ko) 2019-04-12 2021-12-22 레고 에이/에스 조립식 완구의 조립 순서 결정 및 매뉴얼 생성 방법
CN110148131B (zh) * 2019-05-28 2023-04-25 易诚高科(大连)科技有限公司 一种针对oled屏的mura检测方法
US11619592B2 (en) * 2019-07-09 2023-04-04 KLA Corp. Selecting defect detection methods for inspection of a specimen
US11120546B2 (en) 2019-09-24 2021-09-14 Kla Corporation Unsupervised learning-based reference selection for enhanced defect inspection sensitivity
US11615993B2 (en) * 2019-11-21 2023-03-28 Kla Corporation Clustering sub-care areas based on noise characteristics
JP7475901B2 (ja) * 2020-03-09 2024-04-30 アプライド マテリアルズ イスラエル リミテッド 試験片上の欠陥検出の方法およびそのシステム
US11022566B1 (en) * 2020-03-31 2021-06-01 Applied Materials Israel Ltd. Examination of a semiconductor specimen
US11631179B2 (en) * 2020-06-30 2023-04-18 Applied Materials Israel Ltd. Segmentation of an image of a semiconductor specimen
US11307150B2 (en) * 2020-08-17 2022-04-19 Applied Materials Israel Ltd. Automatic optimization of an examination recipe
US11828714B2 (en) * 2020-09-30 2023-11-28 Applied Materials Israel Ltd. Image acquisition by an electron beam examination tool for metrology measurement
KR20220118627A (ko) 2021-02-19 2022-08-26 장서희 들이쉼과 내쉼을 달리하는 마스크
US11887296B2 (en) * 2021-07-05 2024-01-30 KLA Corp. Setting up care areas for inspection of a specimen
US20240331132A1 (en) * 2021-07-09 2024-10-03 Asml Netherlands B.V. Method and system for anomaly-based defect inspection
IL288309B (en) * 2021-11-22 2022-05-01 Applied Materials Israel Ltd Mask testing for the production of semiconductor samples
CN114399508A (zh) * 2022-03-25 2022-04-26 杭州广立微电子股份有限公司 晶圆数据的处理方法、装置、电子装置和存储介质
US20240428395A1 (en) * 2023-06-26 2024-12-26 Applied Materials Israel Ltd. Optimization of a metrology algorithm for examination of semiconductor specimens
WO2025196881A1 (ja) * 2024-03-18 2025-09-25 株式会社日立ハイテク 欠陥分類装置および欠陥分類方法

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000323541A (ja) * 1999-05-13 2000-11-24 Tokyo Seimitsu Co Ltd 被検査物の外観検査方法及び装置
JP3678133B2 (ja) * 2000-10-30 2005-08-03 株式会社日立製作所 検査システムおよび半導体デバイスの製造方法
JP4133047B2 (ja) * 2002-07-05 2008-08-13 シャープ株式会社 補正マスクパターン検証装置および補正マスクパターン検証方法
JP4233397B2 (ja) * 2002-10-01 2009-03-04 株式会社東京精密 画像欠陥検査方法、画像欠陥検査装置及び外観検査装置
JP2004354605A (ja) * 2003-05-28 2004-12-16 Matsushita Electric Ind Co Ltd 半導体設計レイアウトパタン生成方法および図形パタン生成装置
JP2006162954A (ja) * 2004-12-07 2006-06-22 Dainippon Screen Mfg Co Ltd パターン形成用データ
JP2006284433A (ja) * 2005-04-01 2006-10-19 Tokyo Seimitsu Co Ltd 外観検査装置及び外観検査方法
US7801353B2 (en) 2006-02-01 2010-09-21 Applied Materials Israel, Ltd. Method for defect detection using computer aided design data
JP4065893B1 (ja) * 2006-12-04 2008-03-26 東京エレクトロン株式会社 欠陥検出装置、欠陥検出方法、情報処理装置、情報処理方法及びそのプログラム
JP5427609B2 (ja) * 2006-12-19 2014-02-26 ケーエルエー−テンカー・コーポレーション 検査レシピ作成システムおよびその方法
JP5366110B2 (ja) * 2007-05-16 2013-12-11 独立行政法人産業技術総合研究所 マイクロリアクターおよびその製造方法
JP4799574B2 (ja) * 2008-02-29 2011-10-26 株式会社東芝 線状パターンの検知方法および装置
US20090304244A1 (en) * 2008-06-06 2009-12-10 Applied Spectral Imaging Ltd. Method and a system for presenting sections of a histological specimen
US8112241B2 (en) * 2009-03-13 2012-02-07 Kla-Tencor Corp. Methods and systems for generating an inspection process for a wafer
JP5498258B2 (ja) * 2010-05-20 2014-05-21 株式会社東芝 欠陥解析方法、欠陥解析装置、欠陥解析システム、およびプログラム
JP5460662B2 (ja) * 2011-09-07 2014-04-02 株式会社日立ハイテクノロジーズ 領域決定装置、観察装置または検査装置、領域決定方法および領域決定方法を用いた観察方法または検査方法
US9141730B2 (en) * 2011-09-12 2015-09-22 Applied Materials Israel, Ltd. Method of generating a recipe for a manufacturing tool and system thereof
US9599575B2 (en) 2012-02-07 2017-03-21 Applied Materials Israel, Ltd. System, a method and a computer program product for CAD-based registration
US9098891B2 (en) * 2013-04-08 2015-08-04 Kla-Tencor Corp. Adaptive sampling for semiconductor inspection recipe creation, defect review, and metrology
US9727047B2 (en) * 2014-10-14 2017-08-08 Kla-Tencor Corp. Defect detection using structural information
US10140698B2 (en) * 2015-08-10 2018-11-27 Kla-Tencor Corporation Polygon-based geometry classification for semiconductor mask inspection
TWI797699B (zh) * 2015-12-22 2023-04-01 以色列商應用材料以色列公司 半導體試樣的基於深度學習之檢查的方法及其系統
US10127651B2 (en) * 2016-01-15 2018-11-13 Kla-Tencor Corporation Defect sensitivity of semiconductor wafer inspectors using design data with wafer image data
CN106096217A (zh) * 2016-08-17 2016-11-09 北京道亨时代科技有限公司 一种配网线路的设计方法和设计系统
US10296702B2 (en) * 2017-03-15 2019-05-21 Applied Materials Israel Ltd. Method of performing metrology operations and system thereof

Also Published As

Publication number Publication date
KR20190029484A (ko) 2019-03-20
CN109558620B (zh) 2020-09-11
KR102079022B1 (ko) 2020-02-19
TWI684000B (zh) 2020-02-01
CN109558620A (zh) 2019-04-02
US20190080447A1 (en) 2019-03-14
TW201930862A (zh) 2019-08-01
JP2019050376A (ja) 2019-03-28
US10290087B2 (en) 2019-05-14

Similar Documents

Publication Publication Date Title
KR102388365B1 (ko) 표본에 대한 결함 검출 방법 및 그 시스템
KR102079022B1 (ko) 검사 레시피를 생성하는 방법 및 그 시스템
KR102812904B1 (ko) 표본의 조사 방법 및 그 시스템
KR102132328B1 (ko) Cad-기반 컨텍스트 속성들을 사용하는 결함 분류
JP5981838B2 (ja) 検査画像内の欠陥を検出するためのシステム、方法及びコンピュータプログラム製品
KR102062433B1 (ko) 결함 정량화 방법, 결함 정량화 장치 및 결함 평가값 표시 장치
US8115169B2 (en) Method and apparatus of pattern inspection and semiconductor inspection system using the same
KR102131897B1 (ko) 지형적인 속성들을 사용하는 결함 분류
KR102110634B1 (ko) 자유형의 주의 영역들을 사용한 웨이퍼 검사
US10545490B2 (en) Method of inspecting a specimen and system thereof
WO2013153891A1 (ja) 荷電粒子線装置
KR20180025321A (ko) 검사 도구에서의 동적 관리 영역 생성을 위한 시스템 및 방법
US10296702B2 (en) Method of performing metrology operations and system thereof
JP5647999B2 (ja) パターンマッチング装置、検査システム、及びコンピュータプログラム
JP7475901B2 (ja) 試験片上の欠陥検出の方法およびそのシステム

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20190531

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20190531

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20190531

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20190920

A975 Report on accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A971005

Effective date: 20190925

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20191105

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20191205

R150 Certificate of patent or registration of utility model

Ref document number: 6629934

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250