WO2016118651A1 - Wafer inspection with focus volumetric method - Google Patents
Wafer inspection with focus volumetric method Download PDFInfo
- Publication number
- WO2016118651A1 WO2016118651A1 PCT/US2016/014167 US2016014167W WO2016118651A1 WO 2016118651 A1 WO2016118651 A1 WO 2016118651A1 US 2016014167 W US2016014167 W US 2016014167W WO 2016118651 A1 WO2016118651 A1 WO 2016118651A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- focus
- intensity data
- image
- swaths
- encoder
- 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.)
- Ceased
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
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing 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
- H01L22/10—Measuring as part of the manufacturing process
- H01L22/12—Measuring 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
-
- 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
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing 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
- H01L22/20—Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
- H01L22/24—Optical enhancement of defects or not directly visible states, e.g. selective electrolytic deposition, bubbles in liquids, light emission, colour change
-
- 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
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
- G01N2021/8887—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges based on image processing techniques
Definitions
- Figure 2 is a flow chart illustrating a volumetric inspection process in accordance with one embodiment of the present invention.
- the patch processors may receive intensity values or an image that corresponds to at least a portion or patch of the wafer.
- the patch processors may each also be coupled to or integrated with one or more memory devices (not shown), such as DRAM devices that provide local memory functions, such as holding the received data portion.
- the memory is large enough to hold data that corresponds to a patch of the wafer.
- a patch may be 512 by 1024 pixels.
- the patch processors may also share memory.
- Each set of input data 702 may correspond to a swath of the wafer.
- One or more sets of data may be stored in memory of the data distribution system.
Landscapes
- Engineering & Computer Science (AREA)
- Biochemistry (AREA)
- Immunology (AREA)
- Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Pathology (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Manufacturing & Machinery (AREA)
- Signal Processing (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Computer Hardware Design (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Power Engineering (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
Priority Applications (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201680006491.8A CN107209125B (zh) | 2015-01-21 | 2016-01-20 | 以聚焦体积方法的晶片检验 |
| DE112016000419.2T DE112016000419B4 (de) | 2015-01-21 | 2016-01-20 | Waferinspektion mit einem Verfahren mit volumetrischen Fokus |
| JP2017538344A JP6769971B2 (ja) | 2015-01-21 | 2016-01-20 | 焦点体積方法を用いたウェーハ検査 |
| KR1020177022502A KR102326402B1 (ko) | 2015-01-21 | 2016-01-20 | 포커스 용적 측정 방법을 이용한 웨이퍼 검사 |
| IL253384A IL253384B (en) | 2015-01-21 | 2017-07-10 | Chunk testing with focal volume measurement method |
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201562105979P | 2015-01-21 | 2015-01-21 | |
| US62/105,979 | 2015-01-21 | ||
| US15/001,158 US9816940B2 (en) | 2015-01-21 | 2016-01-19 | Wafer inspection with focus volumetric method |
| US15/001,158 | 2016-01-19 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2016118651A1 true WO2016118651A1 (en) | 2016-07-28 |
Family
ID=56407653
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2016/014167 Ceased WO2016118651A1 (en) | 2015-01-21 | 2016-01-20 | Wafer inspection with focus volumetric method |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US9816940B2 (enExample) |
| JP (1) | JP6769971B2 (enExample) |
| KR (1) | KR102326402B1 (enExample) |
| CN (1) | CN107209125B (enExample) |
| DE (1) | DE112016000419B4 (enExample) |
| IL (1) | IL253384B (enExample) |
| TW (1) | TWI672497B (enExample) |
| WO (1) | WO2016118651A1 (enExample) |
Families Citing this family (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9916965B2 (en) | 2015-12-31 | 2018-03-13 | Kla-Tencor Corp. | Hybrid inspectors |
| US10887580B2 (en) | 2016-10-07 | 2021-01-05 | Kla-Tencor Corporation | Three-dimensional imaging for semiconductor wafer inspection |
| US11047806B2 (en) | 2016-11-30 | 2021-06-29 | Kla-Tencor Corporation | Defect discovery and recipe optimization for inspection of three-dimensional semiconductor structures |
| KR102429614B1 (ko) * | 2017-06-08 | 2022-08-04 | 삼성전자주식회사 | 테스트 시스템, 테스트 방법 및 이들을 이용한 반도체 장치의 제조 방법 |
| US10957033B2 (en) | 2017-07-10 | 2021-03-23 | Kla-Tencor Corporation | Repeater defect detection |
| US11222799B2 (en) * | 2017-10-18 | 2022-01-11 | Kla Corporation | Swath selection for semiconductor inspection |
| US10599951B2 (en) | 2018-03-28 | 2020-03-24 | Kla-Tencor Corp. | Training a neural network for defect detection in low resolution images |
| KR102738153B1 (ko) * | 2018-06-04 | 2024-12-05 | 에이에스엠엘 네델란즈 비.브이. | 패터닝 공정을 위한 공정 모델을 개선하는 방법 |
| US10846845B2 (en) * | 2018-07-25 | 2020-11-24 | Fei Company | Training an artificial neural network using simulated specimen images |
| US10957035B2 (en) * | 2018-11-30 | 2021-03-23 | Kla Corporation | Defect classification by fitting optical signals to a point-spread function |
| US11379967B2 (en) | 2019-01-18 | 2022-07-05 | Kla Corporation | Methods and systems for inspection of semiconductor structures with automatically generated defect features |
| KR102418198B1 (ko) * | 2019-05-15 | 2022-07-07 | 전상구 | 기판 상의 패턴을 측정하는 시스템들 및 방법들 |
| TWI755755B (zh) * | 2019-06-17 | 2022-02-21 | 邦睿生技股份有限公司 | 用於測試生物樣本的裝置 |
| JP7451227B2 (ja) * | 2020-02-28 | 2024-03-18 | 日東電工株式会社 | 光透過性積層体の検査方法 |
| CN112881419B (zh) * | 2021-05-06 | 2024-01-30 | 高视科技(苏州)股份有限公司 | 芯片检测方法、电子设备及存储介质 |
| JP7596234B2 (ja) * | 2021-08-25 | 2024-12-09 | 日東電工株式会社 | 光透過性積層体の検査方法および検査装置 |
| TWI792582B (zh) * | 2021-09-27 | 2023-02-11 | 海華科技股份有限公司 | 鏡頭對焦系統、鏡頭對焦方法以及圖表顯示結構 |
| CN119624841B (zh) * | 2025-02-11 | 2025-05-30 | 西安高商智能科技有限责任公司 | 基于图像处理的电阻阵列红外景象图像的图像增强方法 |
Citations (5)
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| US20060178855A1 (en) * | 2003-10-24 | 2006-08-10 | Ade Corporation | Defect size projection |
| US20130194569A1 (en) * | 2010-10-14 | 2013-08-01 | Koh Young Technology Inc. | Substrate inspection method |
| US20140009601A1 (en) * | 2010-12-29 | 2014-01-09 | Koh Young Technology Inc. | Method of inpsecting a substrate |
| US20140141536A1 (en) * | 2012-11-09 | 2014-05-22 | Kla-Tencor Corporation | Method and System for Providing a Target Design Displaying High Sensitivity to Scanner Focus Change |
| US20140168418A1 (en) * | 2012-12-13 | 2014-06-19 | Kla-Tencor Corporation | Delta die intensity map measurement |
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| US4818110A (en) * | 1986-05-06 | 1989-04-04 | Kla Instruments Corporation | Method and apparatus of using a two beam interference microscope for inspection of integrated circuits and the like |
| JPH04142055A (ja) * | 1990-10-01 | 1992-05-15 | Nec Yamagata Ltd | 半導体ウェーハの外観検査装置 |
| US5438413A (en) * | 1993-03-03 | 1995-08-01 | Kla Instruments Corporation | Process for measuring overlay misregistration during semiconductor wafer fabrication |
| EP1190372A1 (en) | 1999-06-01 | 2002-03-27 | Greenvision Systems Ltd | Method for in-situ focus-fusion multi-layer spectral imaging and analysis of particulate samples |
| US7170075B2 (en) | 2002-07-18 | 2007-01-30 | Rudolph Technologies, Inc. | Inspection tool with a 3D point sensor to develop a focus map |
| JP2004198199A (ja) * | 2002-12-17 | 2004-07-15 | Hitachi High-Technologies Corp | 欠陥検査装置 |
| US7551272B2 (en) | 2005-11-09 | 2009-06-23 | Aceris 3D Inspection Inc. | Method and an apparatus for simultaneous 2D and 3D optical inspection and acquisition of optical inspection data of an object |
| JP4723362B2 (ja) | 2005-11-29 | 2011-07-13 | 株式会社日立ハイテクノロジーズ | 光学式検査装置及びその方法 |
| US7659973B2 (en) | 2006-05-26 | 2010-02-09 | Applied Materials Southeast Asia, Pte Ltd. | Wafer inspection using short-pulsed continuous broadband illumination |
| JP4928862B2 (ja) * | 2006-08-04 | 2012-05-09 | 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 |
| US7904845B2 (en) | 2006-12-06 | 2011-03-08 | Kla-Tencor Corp. | Determining locations on a wafer to be reviewed during defect review |
| US8073240B2 (en) | 2007-05-07 | 2011-12-06 | Kla-Tencor Corp. | Computer-implemented methods, computer-readable media, and systems for identifying one or more optical modes of an inspection system as candidates for use in inspection of a layer of a wafer |
| JP5178079B2 (ja) * | 2007-07-23 | 2013-04-10 | 株式会社日立ハイテクノロジーズ | 欠陥検査方法およびその装置 |
| JP2009288162A (ja) * | 2008-05-30 | 2009-12-10 | Hitachi Kokusai Electric Inc | 3次元測定装置 |
| 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 |
| JP2010097419A (ja) * | 2008-10-16 | 2010-04-30 | Toshiba Plant Systems & Services Corp | 三次元データ処理装置、三次元データ処理プログラム、および三次元データ処理方法 |
| SG163442A1 (en) * | 2009-01-13 | 2010-08-30 | Semiconductor Technologies & Instruments | System and method for inspecting a wafer |
| SG164293A1 (en) * | 2009-01-13 | 2010-09-29 | Semiconductor Technologies & Instruments Pte | System and method for inspecting a wafer |
| US8605275B2 (en) | 2009-01-26 | 2013-12-10 | Kla-Tencor Corp. | Detecting defects on a wafer |
| US9601393B2 (en) | 2009-02-06 | 2017-03-21 | Kla-Tencor Corp. | Selecting one or more parameters for inspection of a wafer |
| DE102010025033B4 (de) | 2010-06-23 | 2021-02-11 | Carl Zeiss Smt Gmbh | Verfahren zur Defekterkennung und Reparatur von EUV-Masken |
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| US20120316855A1 (en) | 2011-06-08 | 2012-12-13 | Kla-Tencor Corporation | Using Three-Dimensional Representations for Defect-Related Applications |
| US9595091B2 (en) * | 2012-04-19 | 2017-03-14 | Applied Materials Israel, Ltd. | Defect classification using topographical attributes |
| US9176074B2 (en) * | 2013-01-28 | 2015-11-03 | Kabushiki Kaisha Toshiba | Pattern inspection method and pattern inspection apparatus |
| US9092846B2 (en) | 2013-02-01 | 2015-07-28 | Kla-Tencor Corp. | Detecting defects on a wafer using defect-specific and multi-channel information |
| US9091935B2 (en) | 2013-03-11 | 2015-07-28 | Kla-Tencor Corporation | Multistage extreme ultra-violet mask qualification |
-
2016
- 2016-01-19 US US15/001,158 patent/US9816940B2/en active Active
- 2016-01-20 DE DE112016000419.2T patent/DE112016000419B4/de active Active
- 2016-01-20 KR KR1020177022502A patent/KR102326402B1/ko active Active
- 2016-01-20 WO PCT/US2016/014167 patent/WO2016118651A1/en not_active Ceased
- 2016-01-20 CN CN201680006491.8A patent/CN107209125B/zh active Active
- 2016-01-20 JP JP2017538344A patent/JP6769971B2/ja active Active
- 2016-01-21 TW TW105101920A patent/TWI672497B/zh active
-
2017
- 2017-07-10 IL IL253384A patent/IL253384B/en active IP Right Grant
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060178855A1 (en) * | 2003-10-24 | 2006-08-10 | Ade Corporation | Defect size projection |
| US20130194569A1 (en) * | 2010-10-14 | 2013-08-01 | Koh Young Technology Inc. | Substrate inspection method |
| US20140009601A1 (en) * | 2010-12-29 | 2014-01-09 | Koh Young Technology Inc. | Method of inpsecting a substrate |
| US20140141536A1 (en) * | 2012-11-09 | 2014-05-22 | Kla-Tencor Corporation | Method and System for Providing a Target Design Displaying High Sensitivity to Scanner Focus Change |
| US20140168418A1 (en) * | 2012-12-13 | 2014-06-19 | Kla-Tencor Corporation | Delta die intensity map measurement |
Also Published As
| Publication number | Publication date |
|---|---|
| US9816940B2 (en) | 2017-11-14 |
| DE112016000419T5 (de) | 2017-11-23 |
| DE112016000419B4 (de) | 2023-10-05 |
| IL253384A0 (en) | 2017-09-28 |
| IL253384B (en) | 2020-11-30 |
| US20160209334A1 (en) | 2016-07-21 |
| CN107209125A (zh) | 2017-09-26 |
| JP6769971B2 (ja) | 2020-10-14 |
| TWI672497B (zh) | 2019-09-21 |
| JP2018509752A (ja) | 2018-04-05 |
| KR102326402B1 (ko) | 2021-11-16 |
| KR20170102012A (ko) | 2017-09-06 |
| CN107209125B (zh) | 2018-10-19 |
| TW201632873A (zh) | 2016-09-16 |
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