TWI731197B - 量測系統、用於晶圓量測之方法及非暫時性電腦可讀媒體 - Google Patents

量測系統、用於晶圓量測之方法及非暫時性電腦可讀媒體 Download PDF

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TWI731197B
TWI731197B TW106141279A TW106141279A TWI731197B TW I731197 B TWI731197 B TW I731197B TW 106141279 A TW106141279 A TW 106141279A TW 106141279 A TW106141279 A TW 106141279A TW I731197 B TWI731197 B TW I731197B
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TW106141279A
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TW201828254A (zh
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考希克 沙
湯瑪士 克拉
緒方 李
海可 艾森貝克
摩里斯 史托林
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美商克萊譚克公司
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/30Structural arrangements specially adapted for testing or measuring during manufacture or treatment, or specially adapted for reliability measurements
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/002Measuring arrangements characterised by the use of optical techniques for measuring two or more coordinates
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/2433Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures for measuring outlines by shadow casting
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/13Edge detection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/60Analysis of geometric attributes
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • G06T7/73Determining position or orientation of objects or cameras using feature-based methods
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/10Measuring as part of the manufacturing process
    • H01L22/12Measuring as part of the manufacturing process for structural parameters, e.g. thickness, line width, refractive index, temperature, warp, bond strength, defects, optical inspection, electrical measurement of structural dimensions, metallurgic measurement of diffusions
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/20Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
    • H01L22/24Optical enhancement of defects or not directly visible states, e.g. selective electrolytic deposition, bubbles in liquids, light emission, colour change
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B2210/00Aspects not specifically covered by any group under G01B, e.g. of wheel alignment, caliper-like sensors
    • G01B2210/56Measuring geometric parameters of semiconductor structures, e.g. profile, critical dimensions or trench depth
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20048Transform domain processing
    • G06T2207/20061Hough transform
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30148Semiconductor; IC; Wafer
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L21/00Processes or apparatus adapted for the manufacture or treatment of semiconductor or solid state devices or of parts thereof
    • H01L21/02Manufacture or treatment of semiconductor devices or of parts thereof
    • H01L21/04Manufacture or treatment of semiconductor devices or of parts thereof the devices having potential barriers, e.g. a PN junction, depletion layer or carrier concentration layer
    • H01L21/18Manufacture or treatment of semiconductor devices or of parts thereof the devices having potential barriers, e.g. a PN junction, depletion layer or carrier concentration layer the devices having semiconductor bodies comprising elements of Group IV of the Periodic Table or AIIIBV compounds with or without impurities, e.g. doping materials
    • H01L21/30Treatment of semiconductor bodies using processes or apparatus not provided for in groups H01L21/20 - H01L21/26
    • H01L21/302Treatment of semiconductor bodies using processes or apparatus not provided for in groups H01L21/20 - H01L21/26 to change their surface-physical characteristics or shape, e.g. etching, polishing, cutting
    • H01L21/306Chemical or electrical treatment, e.g. electrolytic etching
    • H01L21/30625With simultaneous mechanical treatment, e.g. mechanico-chemical polishing
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/20Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Manufacturing & Machinery (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Power Engineering (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Geometry (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
  • Container, Conveyance, Adherence, Positioning, Of Wafer (AREA)
  • Length Measuring Devices By Optical Means (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
TW106141279A 2016-11-29 2017-11-28 量測系統、用於晶圓量測之方法及非暫時性電腦可讀媒體 TWI731197B (zh)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201662427373P 2016-11-29 2016-11-29
US62/427,373 2016-11-29
US15/627,834 2017-06-20
US15/627,834 US10540759B2 (en) 2016-11-29 2017-06-20 Bonded wafer metrology

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TW201828254A TW201828254A (zh) 2018-08-01
TWI731197B true TWI731197B (zh) 2021-06-21

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US (1) US10540759B2 (enExample)
EP (1) EP3507826B1 (enExample)
JP (1) JP6916877B2 (enExample)
KR (1) KR102301552B1 (enExample)
CN (1) CN109964307B (enExample)
TW (1) TWI731197B (enExample)
WO (1) WO2018102260A1 (enExample)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110488751B (zh) * 2018-08-29 2022-08-19 中山大学 一种自动化工艺线的石墨料盘视觉定位系统
KR102840203B1 (ko) 2020-09-01 2025-08-01 삼성전자주식회사 기판 정렬 장치 및 이를 구비하는 기판 본딩 설비
JP7682654B2 (ja) * 2021-03-11 2025-05-26 株式会社岡本工作機械製作所 半導体装置の製造方法及び製造装置
IL304714B2 (en) * 2021-04-19 2025-03-01 Kla Corp Edge profile inspection for delamination defects
US12131454B2 (en) * 2021-09-15 2024-10-29 Onto Innovation, Inc. Substrate mapping using deep neural-networks
CN115661143B (zh) * 2022-12-14 2023-05-30 惠州威尔高电子有限公司 用于MiniLED晶圆缺陷的快速检测系统
JP2024130368A (ja) 2023-03-14 2024-09-30 株式会社コベルコ科研 貼合せ基板の位置ずれ量測定装置および該方法ならびに半導体製造装置
CN116313971B (zh) * 2023-05-17 2023-10-20 拓荆键科(海宁)半导体设备有限公司 通过边缘检测来进行晶圆键合对准的方法
US20250086780A1 (en) * 2023-09-12 2025-03-13 Kla Corporation Concentricity offset measurement for hybrid bonding

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6901171B1 (en) * 1999-04-30 2005-05-31 Cognex Technology And Investment Corporation Methods and apparatuses for refining groupings of edge points that represent a contour in an image
US7477372B2 (en) * 1996-06-04 2009-01-13 Kla-Tencor Technologies Corporation Optical scanning system for surface inspection
TWI447842B (zh) * 2010-12-13 2014-08-01 Ev Group E Thallner Gmbh 判定對準誤差的裝置、器件和方法

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002050749A (ja) * 2000-07-31 2002-02-15 Canon Inc 複合部材の分離方法及び装置
JP4533563B2 (ja) * 2001-07-13 2010-09-01 株式会社東芝 パターン評価方法,位置合わせ方法、検査装置の検査方法,半導体製造工程の管理方法
JP3629244B2 (ja) 2002-02-19 2005-03-16 本多エレクトロン株式会社 ウエーハ用検査装置
JP2007501942A (ja) 2003-05-19 2007-02-01 マイクロ−エプシロン・メステヒニク・ゲーエムベーハー・ウント・コンパニー・カー・ゲー 好適に円形エッジを有する物体の品質を光学的に制御する光学的試験方法及び光学的試験装置
US7340087B2 (en) 2003-07-14 2008-03-04 Rudolph Technologies, Inc. Edge inspection
JP4500157B2 (ja) 2004-11-24 2010-07-14 株式会社神戸製鋼所 形状計測装置用光学系
JP4585926B2 (ja) 2005-06-17 2010-11-24 株式会社日立ハイテクノロジーズ パターンレイヤーデータ生成装置、それを用いたパターンレイヤーデータ生成システム、半導体パターン表示装置、パターンレイヤーデータ生成方法、及びコンピュータプログラム
US7616804B2 (en) 2006-07-11 2009-11-10 Rudolph Technologies, Inc. Wafer edge inspection and metrology
JP4262285B2 (ja) 2007-07-18 2009-05-13 株式会社コベルコ科研 形状測定装置,形状測定方法
DE102007042271B3 (de) * 2007-09-06 2009-02-05 Vistec Semiconductor Systems Gmbh Verfahren zur Bestimmung der Lage der Entlackungskante eines scheibenförmigen Objekts
US20090142916A1 (en) 2007-11-29 2009-06-04 Qimonda Ag Apparatus and method of manufacturing an integrated circuit
JP5409080B2 (ja) * 2009-03-31 2014-02-05 アズビル株式会社 円盤状部材の中心位置推定方法及び画像処理装置
FR2955654B1 (fr) 2010-01-25 2012-03-30 Soitec Silicon Insulator Technologies Systeme et procede d'evaluation de deformations inhomogenes dans des plaques multicouches
TWI532116B (zh) * 2010-04-11 2016-05-01 肯提克有限公司 晶圓對齊方法及系統
US8629902B2 (en) 2010-10-12 2014-01-14 Kla-Tencor Corporation Coordinate fusion and thickness calibration for semiconductor wafer edge inspection
US8525973B2 (en) * 2010-10-13 2013-09-03 Eulitha A.G. Method and apparatus for printing periodic patterns
JP2013093389A (ja) 2011-10-24 2013-05-16 Hitachi High-Technologies Corp 光学式検査装置及びエッジ検査装置
JP5836223B2 (ja) * 2011-12-02 2015-12-24 株式会社神戸製鋼所 貼合基板の回転ズレ量計測装置、貼合基板の回転ズレ量計測方法、及び貼合基板の製造方法
US9646896B2 (en) 2013-07-12 2017-05-09 Taiwan Semiconductor Manufacturing Co., Ltd. Lithographic overlay sampling
US9734568B2 (en) * 2014-02-25 2017-08-15 Kla-Tencor Corporation Automated inline inspection and metrology using shadow-gram images
US9645097B2 (en) 2014-06-20 2017-05-09 Kla-Tencor Corporation In-line wafer edge inspection, wafer pre-alignment, and wafer cleaning
US9719943B2 (en) 2014-09-30 2017-08-01 Kla-Tencor Corporation Wafer edge inspection with trajectory following edge profile
KR101987726B1 (ko) 2015-03-20 2019-06-11 가부시키가이샤 히다치 하이테크놀로지즈 전자선식 패턴 검사 장치

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7477372B2 (en) * 1996-06-04 2009-01-13 Kla-Tencor Technologies Corporation Optical scanning system for surface inspection
US6901171B1 (en) * 1999-04-30 2005-05-31 Cognex Technology And Investment Corporation Methods and apparatuses for refining groupings of edge points that represent a contour in an image
TWI447842B (zh) * 2010-12-13 2014-08-01 Ev Group E Thallner Gmbh 判定對準誤差的裝置、器件和方法

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Publication number Publication date
EP3507826A4 (en) 2020-04-15
TW201828254A (zh) 2018-08-01
WO2018102260A1 (en) 2018-06-07
CN109964307A (zh) 2019-07-02
JP6916877B2 (ja) 2021-08-11
US20180150952A1 (en) 2018-05-31
EP3507826B1 (en) 2025-05-28
CN109964307B (zh) 2023-03-10
KR102301552B1 (ko) 2021-09-13
EP3507826A1 (en) 2019-07-10
KR20190082947A (ko) 2019-07-10
US10540759B2 (en) 2020-01-21
JP2019537263A (ja) 2019-12-19

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