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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Image Analysis (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 (fr) 2019-06-03 2020-04-16 Procédé d'inspection de semi-conducteur et dispositif d'inspection de semi-conducteur

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) US20220301135A1 (fr)
EP (1) EP3958210A4 (fr)
JP (1) JP7413376B2 (fr)
KR (1) KR20220016030A (fr)
CN (1) CN113966524A (fr)
SG (1) SG11202111977XA (fr)
TW (1) TW202101292A (fr)
WO (1) WO2020246150A1 (fr)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6848087B2 (en) * 2001-05-30 2005-01-25 Credence Systems Corporation 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
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
US9965901B2 (en) * 2015-11-19 2018-05-08 KLA—Tencor Corp. Generating simulated images from design information
US11205119B2 (en) * 2015-12-22 2021-12-21 Applied Materials Israel Ltd. Method of deep learning-based examination of a semiconductor specimen and system thereof
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
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
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
TW202101292A (zh) 2021-01-01
WO2020246150A1 (fr) 2020-12-10
EP3958210A1 (fr) 2022-02-23
EP3958210A4 (fr) 2023-05-03
JP7413376B2 (ja) 2024-01-15
KR20220016030A (ko) 2022-02-08
US20220301135A1 (en) 2022-09-22
JPWO2020246150A1 (fr) 2020-12-10
CN113966524A (zh) 2022-01-21

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