CN120283258A - 学习装置、学习方法及学习程序 - Google Patents

学习装置、学习方法及学习程序 Download PDF

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Publication number
CN120283258A
CN120283258A CN202380081173.8A CN202380081173A CN120283258A CN 120283258 A CN120283258 A CN 120283258A CN 202380081173 A CN202380081173 A CN 202380081173A CN 120283258 A CN120283258 A CN 120283258A
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China
Prior art keywords
image data
learning
data
order
processing
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CN202380081173.8A
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English (en)
Chinese (zh)
Inventor
奥野克树
冈野悠
松泽光晴
富坂克彦
市村刚幸
岩崎直哉
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Resonac Corp
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Resonac Corp
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Publication of CN120283258A publication Critical patent/CN120283258A/zh
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    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • 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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06V10/7747—Organisation of the process, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Databases & Information Systems (AREA)
  • Image Analysis (AREA)
CN202380081173.8A 2022-11-30 2023-08-29 学习装置、学习方法及学习程序 Pending CN120283258A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2022-191298 2022-11-30
JP2022191298 2022-11-30
PCT/JP2023/031112 WO2024116503A1 (ja) 2022-11-30 2023-08-29 学習装置、学習方法及び学習プログラム

Publications (1)

Publication Number Publication Date
CN120283258A true CN120283258A (zh) 2025-07-08

Family

ID=91323298

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202380081173.8A Pending CN120283258A (zh) 2022-11-30 2023-08-29 学习装置、学习方法及学习程序

Country Status (4)

Country Link
EP (1) EP4629168A1 (https=)
JP (1) JPWO2024116503A1 (https=)
CN (1) CN120283258A (https=)
WO (1) WO2024116503A1 (https=)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019101535A (ja) 2017-11-29 2019-06-24 コニカミノルタ株式会社 教師データ作成装置および該方法ならびに画像セグメンテーション装置および該方法
JP7181000B2 (ja) * 2018-05-24 2022-11-30 日本電子株式会社 生物組織画像処理装置及び方法
JPWO2020111048A1 (ja) * 2018-11-26 2021-10-21 大日本印刷株式会社 コンピュータプログラム、学習モデル生成装置、表示装置、粒子識別装置、学習モデル生成方法、表示方法及び粒子識別方法
JP7596092B2 (ja) * 2019-08-30 2024-12-09 キヤノン株式会社 情報処理装置、情報処理方法、情報処理システム及びプログラム
US20230104790A1 (en) 2020-03-31 2023-04-06 Showa Denko Materials Co., Ltd. Method for Evaluating Sample Containing Cell Support-Derived Components

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EP4629168A1 (en) 2025-10-08
JPWO2024116503A1 (https=) 2024-06-06
WO2024116503A1 (ja) 2024-06-06

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