SG11202111977XA - Method for inspecting semiconductor and semiconductor inspecting device - Google Patents

Method for inspecting semiconductor and semiconductor inspecting device

Info

Publication number
SG11202111977XA
SG11202111977XA SG11202111977XA SG11202111977XA SG11202111977XA SG 11202111977X A SG11202111977X A SG 11202111977XA SG 11202111977X A SG11202111977X A SG 11202111977XA SG 11202111977X A SG11202111977X A SG 11202111977XA SG 11202111977X A SG11202111977X A SG 11202111977XA
Authority
SG
Singapore
Prior art keywords
semiconductor
inspecting
inspecting device
inspecting semiconductor
semiconductor inspecting
Prior art date
Application number
SG11202111977XA
Other languages
English (en)
Inventor
Tomochika Takeshima
Takafumi Higuchi
Kazuhiro Hotta
Original Assignee
Hamamatsu Photonics Kk
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 Hamamatsu Photonics Kk filed Critical Hamamatsu Photonics Kk
Publication of SG11202111977XA publication Critical patent/SG11202111977XA/en

Links

Classifications

    • 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
    • G06T7/001Industrial image inspection using an image reference approach
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/40Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4053Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/30Circuit design
    • G06F30/39Circuit design at the physical level
    • G06F30/392Floor-planning or layout, e.g. partitioning or placement
    • 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
    • G06T2207/20081Training; Learning
    • 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
    • G06T2207/20084Artificial neural networks [ANN]
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Computer Hardware Design (AREA)
  • Architecture (AREA)
  • Geometry (AREA)
  • Image Analysis (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
  • Image Processing (AREA)
  • Length Measuring Devices By Optical Means (AREA)
SG11202111977XA 2019-06-03 2020-04-16 Method for inspecting semiconductor and semiconductor inspecting device SG11202111977XA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2019103831 2019-06-03
PCT/JP2020/016753 WO2020246150A1 (ja) 2019-06-03 2020-04-16 半導体検査方法及び半導体検査装置

Publications (1)

Publication Number Publication Date
SG11202111977XA true SG11202111977XA (en) 2021-11-29

Family

ID=73652093

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202111977XA SG11202111977XA (en) 2019-06-03 2020-04-16 Method for inspecting semiconductor and semiconductor inspecting device

Country Status (8)

Country Link
US (1) US12211199B2 (https=)
EP (1) EP3958210B1 (https=)
JP (1) JP7413376B2 (https=)
KR (1) KR20220016030A (https=)
CN (1) CN113966524A (https=)
SG (1) SG11202111977XA (https=)
TW (1) TWI863993B (https=)
WO (1) WO2020246150A1 (https=)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12340504B2 (en) * 2020-06-08 2025-06-24 Hamamatsu Photonics K.K. Semiconductor inspecting method and semiconductor inspecting device
US20220067525A1 (en) * 2020-08-25 2022-03-03 Nvidia Corporation Techniques for pruning neural networks
JP2022135215A (ja) 2021-03-05 2022-09-15 株式会社日立ハイテク 学習器の学習方法、及び画像生成システム
KR20250107055A (ko) * 2024-01-04 2025-07-11 삼성전자주식회사 반도체 패턴의 생성 방법 및 장치

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1390814A2 (en) * 2001-05-30 2004-02-25 Nptest, Inc. Sub-resolution alignment of images
JP2009162718A (ja) 2008-01-10 2009-07-23 Olympus Corp 基板検査装置および検査領域設定方法
CN104000655B (zh) * 2013-02-25 2018-02-16 西门子公司 用于腹腔镜外科手术的组合的表面重构和配准
JP2015098342A (ja) 2013-11-19 2015-05-28 株式会社エンプラス 密閉容器および密閉容器セット
CN105849882B (zh) 2013-12-26 2019-04-30 浜松光子学株式会社 图像处理方法、图像处理装置、图像处理程序及存储有图像处理程序的存储介质
DE112015006619T5 (de) * 2015-07-24 2018-05-09 Olympus Corporation Bildverarbeitungsgerät, Bildverarbeitungsverfahren und Programm
US9965901B2 (en) 2015-11-19 2018-05-08 KLA—Tencor Corp. Generating simulated images from design information
US10282833B2 (en) 2015-11-30 2019-05-07 Trustees Of Boston University Gate-level mapping of integrated circuits using multi-spectral imaging
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
US10648924B2 (en) * 2016-01-04 2020-05-12 Kla-Tencor Corp. Generating high resolution images from low resolution images for semiconductor applications
US10395356B2 (en) * 2016-05-25 2019-08-27 Kla-Tencor Corp. Generating simulated images from input images for semiconductor applications
TWI751233B (zh) 2016-11-28 2022-01-01 美商克萊譚克公司 用於從低解析度檢測影像重建高解析度點擴散函數之系統及方法
US10282510B2 (en) 2017-04-07 2019-05-07 Fei Company Alignment of CAD data to images in high resolution optical fault analysis
US10733744B2 (en) * 2017-05-11 2020-08-04 Kla-Tencor Corp. Learning based approach for aligning images acquired with different modalities
JP6957197B2 (ja) * 2017-05-17 2021-11-02 キヤノン株式会社 画像処理装置および画像処理方法
CN107481188A (zh) * 2017-06-23 2017-12-15 珠海经济特区远宏科技有限公司 一种图像超分辨率重构方法
JP7002949B2 (ja) * 2018-01-22 2022-01-20 株式会社日立ハイテク 画像評価方法及び画像評価装置

Also Published As

Publication number Publication date
EP3958210A1 (en) 2022-02-23
EP3958210A4 (en) 2023-05-03
JP7413376B2 (ja) 2024-01-15
US12211199B2 (en) 2025-01-28
WO2020246150A1 (ja) 2020-12-10
KR20220016030A (ko) 2022-02-08
CN113966524A (zh) 2022-01-21
TWI863993B (zh) 2024-12-01
EP3958210B1 (en) 2025-05-28
TW202101292A (zh) 2021-01-01
JPWO2020246150A1 (https=) 2020-12-10
US20220301135A1 (en) 2022-09-22

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