TWI597494B - 圖案化缺陷之以輪廓爲基礎的陣列檢查 - Google Patents
圖案化缺陷之以輪廓爲基礎的陣列檢查 Download PDFInfo
- Publication number
- TWI597494B TWI597494B TW103103669A TW103103669A TWI597494B TW I597494 B TWI597494 B TW I597494B TW 103103669 A TW103103669 A TW 103103669A TW 103103669 A TW103103669 A TW 103103669A TW I597494 B TWI597494 B TW I597494B
- Authority
- TW
- Taiwan
- Prior art keywords
- image
- cell
- contour
- array
- generating
- Prior art date
Links
Classifications
-
- 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
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N23/00—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00
- G01N23/22—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material
- G01N23/225—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material using electron or ion
- G01N23/2251—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material using electron or ion using incident electron beams, e.g. scanning electron microscopy [SEM]
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2223/00—Investigating materials by wave or particle radiation
- G01N2223/60—Specific applications or type of materials
- G01N2223/611—Specific applications or type of materials patterned objects; electronic devices
- G01N2223/6116—Specific applications or type of materials patterned objects; electronic devices semiconductor 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
- G06T2207/10—Image acquisition modality
- G06T2207/10056—Microscopic image
- G06T2207/10061—Microscopic image from scanning electron microscope
-
- 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
-
- H—ELECTRICITY
- H10—SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
- H10P—GENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
- H10P74/00—Testing or measuring during manufacture or treatment of wafers, substrates or devices
- H10P74/20—Testing or measuring during manufacture or treatment of wafers, substrates or devices characterised by the properties tested or measured, e.g. structural or electrical properties
- H10P74/203—Structural properties, e.g. testing or measuring thicknesses, line widths, warpage, bond strengths or physical defects
Landscapes
- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Quality & Reliability (AREA)
- Analytical Chemistry (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Biochemistry (AREA)
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361757807P | 2013-01-29 | 2013-01-29 | |
| US14/062,761 US9483819B2 (en) | 2013-01-29 | 2013-10-24 | Contour-based array inspection of patterned defects |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| TW201439526A TW201439526A (zh) | 2014-10-16 |
| TWI597494B true TWI597494B (zh) | 2017-09-01 |
Family
ID=51223005
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW103103669A TWI597494B (zh) | 2013-01-29 | 2014-01-29 | 圖案化缺陷之以輪廓爲基礎的陣列檢查 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US9483819B2 (enExample) |
| EP (1) | EP2951859B1 (enExample) |
| JP (1) | JP6173487B2 (enExample) |
| KR (1) | KR102013481B1 (enExample) |
| TW (1) | TWI597494B (enExample) |
| WO (1) | WO2014120828A1 (enExample) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11733614B2 (en) | 2018-03-23 | 2023-08-22 | Asml Netherlands B.V. | Method of metrology and associated apparatuses |
Families Citing this family (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9483819B2 (en) * | 2013-01-29 | 2016-11-01 | Kla-Tencor Corporation | Contour-based array inspection of patterned defects |
| TWI737659B (zh) * | 2015-12-22 | 2021-09-01 | 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 |
| US11176307B2 (en) * | 2016-12-01 | 2021-11-16 | Asml Netherlands B.V. | Method and system for pattern configuration |
| JP2019020292A (ja) * | 2017-07-19 | 2019-02-07 | 株式会社ニューフレアテクノロジー | パターン検査装置及びパターン検査方法 |
| WO2019070600A1 (en) * | 2017-10-02 | 2019-04-11 | Applied Materials Israel Ltd. | DETERMINING A CRITICAL DIMENSION VARIATION OF A PATTERN |
| US10572991B2 (en) | 2017-11-07 | 2020-02-25 | Kla-Tencor Corporation | System and method for aligning semiconductor device reference images and test images |
| TWI759628B (zh) * | 2018-09-18 | 2022-04-01 | 荷蘭商Asml荷蘭公司 | 用於偵測快速充電裝置中時間相依缺陷的設備及方法 |
| CN109343303B (zh) * | 2018-10-24 | 2020-11-17 | 华中科技大学 | 一种基于内锥镜面扫描全景成像的微钻视觉检测方法及装置 |
| US11610296B2 (en) * | 2020-01-09 | 2023-03-21 | Kla Corporation | Projection and distance segmentation algorithm for wafer defect detection |
| KR102889846B1 (ko) | 2020-02-05 | 2025-11-26 | 삼성전자주식회사 | 광학적 근접 효과 보정의 검증 방법 |
| US11748872B2 (en) * | 2020-08-31 | 2023-09-05 | KLA Corp. | Setting up inspection of a specimen |
| CN115147329B (zh) * | 2021-03-29 | 2025-03-07 | 北京小米移动软件有限公司 | 一种柔性面板的修复方法、装置、设备及存储介质 |
| US12524867B2 (en) * | 2021-05-21 | 2026-01-13 | Kla Corporation | System and method for optical wafer characterization with image up-sampling |
| JP7624355B2 (ja) | 2021-06-22 | 2025-01-30 | 株式会社日立ハイテク | 試料観察装置および方法 |
| KR20240035886A (ko) * | 2021-08-27 | 2024-03-18 | 주식회사 히타치하이테크 | 컴퓨터 시스템 및 해석 방법 |
| CN115511834A (zh) * | 2022-09-28 | 2022-12-23 | 广东利元亨智能装备股份有限公司 | 电芯对齐度检测方法、控制器、检测系统以及存储介质 |
| US12190500B2 (en) * | 2023-03-05 | 2025-01-07 | KLA Corp. | Detecting defects on specimens |
Family Cites Families (32)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US6353222B1 (en) | 1998-09-03 | 2002-03-05 | Applied Materials, Inc. | Determining defect depth and contour information in wafer structures using multiple SEM images |
| US7796801B2 (en) | 1999-08-26 | 2010-09-14 | Nanogeometry Research Inc. | Pattern inspection apparatus and method |
| US6895106B2 (en) * | 2001-09-11 | 2005-05-17 | Eastman Kodak Company | Method for stitching partial radiation images to reconstruct a full image |
| JP3964267B2 (ja) | 2002-06-04 | 2007-08-22 | 大日本スクリーン製造株式会社 | 欠陥検出装置、欠陥検出方法、およびプログラム |
| US7076093B2 (en) * | 2002-09-16 | 2006-07-11 | Lee Shih-Jong J | Structure-guided image inspection |
| US20050157308A1 (en) | 2004-01-15 | 2005-07-21 | Andrei Brunfeld | Apparatus and method for measuring thickness variation of wax film |
| JP2005309140A (ja) | 2004-04-22 | 2005-11-04 | Toshiba Corp | フォトマスク製造方法、フォトマスク欠陥修正箇所判定方法、及びフォトマスク欠陥修正箇所判定装置 |
| JP4357355B2 (ja) | 2004-05-07 | 2009-11-04 | 株式会社日立ハイテクノロジーズ | パターン検査方法及びその装置 |
| KR100673014B1 (ko) | 2005-10-28 | 2007-01-24 | 삼성전자주식회사 | 포토 마스크의 제조 방법 |
| JP2007255959A (ja) | 2006-03-22 | 2007-10-04 | Lasertec Corp | 検査装置及び検査方法とその検査装置及び検査方法を用いたパターン基板の製造方法 |
| JP4943304B2 (ja) | 2006-12-05 | 2012-05-30 | 株式会社 Ngr | パターン検査装置および方法 |
| US7869643B2 (en) | 2007-01-31 | 2011-01-11 | Applied Materials South East Asia Pte. Ltd. | Advanced cell-to-cell inspection |
| KR100877105B1 (ko) | 2007-06-27 | 2009-01-07 | 주식회사 하이닉스반도체 | 반도체소자의 패턴 검증 방법 |
| JP4659004B2 (ja) | 2007-08-10 | 2011-03-30 | 株式会社日立ハイテクノロジーズ | 回路パターン検査方法、及び回路パターン検査システム |
| US8355562B2 (en) | 2007-08-23 | 2013-01-15 | Hitachi High-Technologies Corporation | Pattern shape evaluation method |
| KR20090042456A (ko) | 2007-10-26 | 2009-04-30 | 주식회사 하이닉스반도체 | 광 근접 보정을 위한 모델링 방법 |
| KR20090072670A (ko) | 2007-12-28 | 2009-07-02 | 주식회사 하이닉스반도체 | 노광마스크 형성방법 및 이를 이용한 반도체소자 형성방법 |
| JP5276854B2 (ja) | 2008-02-13 | 2013-08-28 | 株式会社日立ハイテクノロジーズ | パターン生成装置およびパターン形状評価装置 |
| JP6185693B2 (ja) | 2008-06-11 | 2017-08-23 | ケーエルエー−テンカー・コーポレーションKla−Tencor Corporation | ウェーハー上の設計欠陥および工程欠陥の検出、ウェーハー上の欠陥の精査、設計内の1つ以上の特徴を工程監視特徴として使用するための選択、またはそのいくつかの組み合わせのためのシステムおよび方法 |
| JP5572973B2 (ja) | 2009-03-16 | 2014-08-20 | 富士通セミコンダクター株式会社 | パターン検証方法、検証装置及びプログラム |
| KR101082102B1 (ko) | 2009-06-15 | 2011-11-10 | 주식회사 하이닉스반도체 | 웨이퍼패턴에 대한 광학근접보정 방법 |
| KR101342203B1 (ko) * | 2010-01-05 | 2013-12-16 | 가부시키가이샤 히다치 하이테크놀로지즈 | Sem을 이용한 결함 검사 방법 및 장치 |
| JP5422411B2 (ja) | 2010-01-22 | 2014-02-19 | 株式会社日立ハイテクノロジーズ | 荷電粒子線装置によって得られた画像データの輪郭線抽出方法、及び輪郭線抽出装置 |
| JP2011174858A (ja) | 2010-02-25 | 2011-09-08 | Toshiba Corp | 欠陥検出方法および半導体装置の製造方法 |
| US8477299B2 (en) | 2010-04-01 | 2013-07-02 | Taiwan Semiconductor Manufacturing Company, Ltd. | Method and apparatus for monitoring mask process impact on lithography performance |
| JP5722551B2 (ja) * | 2010-05-13 | 2015-05-20 | 株式会社日立ハイテクノロジーズ | 欠陥検査方法及びその装置 |
| JPWO2011155122A1 (ja) * | 2010-06-07 | 2013-08-01 | 株式会社日立ハイテクノロジーズ | 回路パターン検査装置およびその検査方法 |
| JP5568456B2 (ja) * | 2010-12-06 | 2014-08-06 | 株式会社日立ハイテクノロジーズ | 荷電粒子線装置 |
| JP5466142B2 (ja) * | 2010-12-15 | 2014-04-09 | アペリオ・テクノロジーズ・インコーポレイテッド | リニア・アレイを用いたマイクロスコープ・スライド・スキャナにおけるデータ管理システムおよび方法 |
| JP2012150065A (ja) * | 2011-01-21 | 2012-08-09 | Hitachi High-Technologies Corp | 回路パターン検査装置およびその検査方法 |
| US8669523B2 (en) * | 2011-05-25 | 2014-03-11 | Kla-Tencor Corporation | Contour-based defect detection using an inspection apparatus |
| US9483819B2 (en) * | 2013-01-29 | 2016-11-01 | Kla-Tencor Corporation | Contour-based array inspection of patterned defects |
-
2013
- 2013-10-24 US US14/062,761 patent/US9483819B2/en active Active
-
2014
- 2014-01-29 EP EP14745726.1A patent/EP2951859B1/en active Active
- 2014-01-29 JP JP2015556115A patent/JP6173487B2/ja active Active
- 2014-01-29 WO PCT/US2014/013675 patent/WO2014120828A1/en not_active Ceased
- 2014-01-29 KR KR1020157023400A patent/KR102013481B1/ko active Active
- 2014-01-29 TW TW103103669A patent/TWI597494B/zh active
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11733614B2 (en) | 2018-03-23 | 2023-08-22 | Asml Netherlands B.V. | Method of metrology and associated apparatuses |
| TWI836362B (zh) * | 2018-03-23 | 2024-03-21 | 荷蘭商Asml荷蘭公司 | 度量衡方法及相關聯裝置 |
Also Published As
| Publication number | Publication date |
|---|---|
| EP2951859B1 (en) | 2019-09-18 |
| KR20150112019A (ko) | 2015-10-06 |
| US9483819B2 (en) | 2016-11-01 |
| EP2951859A1 (en) | 2015-12-09 |
| JP6173487B2 (ja) | 2017-08-02 |
| TW201439526A (zh) | 2014-10-16 |
| EP2951859A4 (en) | 2016-09-28 |
| JP2016507058A (ja) | 2016-03-07 |
| US20140212024A1 (en) | 2014-07-31 |
| KR102013481B1 (ko) | 2019-08-22 |
| WO2014120828A1 (en) | 2014-08-07 |
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