TW202503592A - 電腦程式、資訊處理方法及資訊處理裝置 - Google Patents

電腦程式、資訊處理方法及資訊處理裝置 Download PDF

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Publication number
TW202503592A
TW202503592A TW113101325A TW113101325A TW202503592A TW 202503592 A TW202503592 A TW 202503592A TW 113101325 A TW113101325 A TW 113101325A TW 113101325 A TW113101325 A TW 113101325A TW 202503592 A TW202503592 A TW 202503592A
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Taiwan
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feature quantity
data
dimension
mentioned
learning model
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TW113101325A
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English (en)
Chinese (zh)
Inventor
小林累輝
狐塚正樹
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日商東京威力科創股份有限公司
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Publication of TW202503592A publication Critical patent/TW202503592A/zh

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/776—Validation; Performance evaluation
    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30121—CRT, LCD or plasma display
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06—Recognition of objects for industrial automation

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Drying Of Semiconductors (AREA)
  • Image Analysis (AREA)
  • General Factory Administration (AREA)
  • Testing Or Measuring Of Semiconductors Or The Like (AREA)
TW113101325A 2023-01-26 2024-01-12 電腦程式、資訊處理方法及資訊處理裝置 TW202503592A (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2023-010470 2023-01-26
JP2023010470 2023-01-26

Publications (1)

Publication Number Publication Date
TW202503592A true TW202503592A (zh) 2025-01-16

Family

ID=91970682

Family Applications (1)

Application Number Title Priority Date Filing Date
TW113101325A TW202503592A (zh) 2023-01-26 2024-01-12 電腦程式、資訊處理方法及資訊處理裝置

Country Status (6)

Country Link
US (1) US20250348999A1 (https=)
JP (1) JPWO2024158019A1 (https=)
KR (1) KR20250143092A (https=)
CN (1) CN120604246A (https=)
TW (1) TW202503592A (https=)
WO (1) WO2024158019A1 (https=)

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10365212B2 (en) * 2016-11-14 2019-07-30 Verity Instruments, Inc. System and method for calibration of optical signals in semiconductor process systems
US10705514B2 (en) * 2018-10-09 2020-07-07 Applied Materials, Inc. Adaptive chamber matching in advanced semiconductor process control
JP7412150B2 (ja) * 2019-11-29 2024-01-12 東京エレクトロン株式会社 予測装置、予測方法及び予測プログラム
CN112301322B (zh) * 2020-12-21 2021-04-13 上海陛通半导体能源科技股份有限公司 具有工艺参数智能调节功能的气相沉积设备及方法

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Publication number Publication date
KR20250143092A (ko) 2025-09-30
JPWO2024158019A1 (https=) 2024-08-02
WO2024158019A1 (ja) 2024-08-02
US20250348999A1 (en) 2025-11-13
CN120604246A (zh) 2025-09-05

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