JPWO2022168274A1 - - Google Patents

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Publication number
JPWO2022168274A1
JPWO2022168274A1 JP2022579270A JP2022579270A JPWO2022168274A1 JP WO2022168274 A1 JPWO2022168274 A1 JP WO2022168274A1 JP 2022579270 A JP2022579270 A JP 2022579270A JP 2022579270 A JP2022579270 A JP 2022579270A JP WO2022168274 A1 JPWO2022168274 A1 JP WO2022168274A1
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JP
Japan
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JP2022579270A
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JP7511690B2 (ja
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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/87—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using selection of the recognition techniques, e.g. of a classifier in a multiple classifier system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06N3/091—Active learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/7753—Incorporation of unlabelled data, e.g. multiple instance learning [MIL]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Image Analysis (AREA)
JP2022579270A 2021-02-05 2021-02-05 情報処理装置、選択出力方法、及び選択出力プログラム Active JP7511690B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2021/004388 WO2022168274A1 (ja) 2021-02-05 2021-02-05 情報処理装置、選択出力方法、及び選択出力プログラム

Publications (2)

Publication Number Publication Date
JPWO2022168274A1 true JPWO2022168274A1 (ja) 2022-08-11
JP7511690B2 JP7511690B2 (ja) 2024-07-05

Family

ID=82742068

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022579270A Active JP7511690B2 (ja) 2021-02-05 2021-02-05 情報処理装置、選択出力方法、及び選択出力プログラム

Country Status (5)

Country Link
US (1) US20240119723A1 (ja)
JP (1) JP7511690B2 (ja)
CN (1) CN116802651A (ja)
DE (1) DE112021006984T5 (ja)
WO (1) WO2022168274A1 (ja)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024161535A1 (ja) * 2023-02-01 2024-08-08 三菱電機株式会社 情報処理装置、プログラム、情報処理システム及び情報処理方法

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5167596B2 (ja) 2006-05-10 2013-03-21 日本電気株式会社 データセット選択装置および実験計画システム
JP6364037B2 (ja) 2016-03-16 2018-07-25 セコム株式会社 学習データ選択装置
US10769500B2 (en) 2017-08-31 2020-09-08 Mitsubishi Electric Research Laboratories, Inc. Localization-aware active learning for object detection
WO2019182590A1 (en) 2018-03-21 2019-09-26 Visa International Service Association Automated machine learning systems and methods
GB201805302D0 (en) 2018-03-29 2018-05-16 Benevolentai Tech Limited Ensemble Model Creation And Selection
JP7233251B2 (ja) 2019-02-28 2023-03-06 キヤノン株式会社 情報処理装置、情報処理装置の制御方法及びプログラム

Also Published As

Publication number Publication date
JP7511690B2 (ja) 2024-07-05
WO2022168274A1 (ja) 2022-08-11
DE112021006984T5 (de) 2023-11-16
US20240119723A1 (en) 2024-04-11
CN116802651A (zh) 2023-09-22

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