JP7374756B2 - 情報処理装置、情報処理方法、及びプログラム - Google Patents

情報処理装置、情報処理方法、及びプログラム Download PDF

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JP7374756B2
JP7374756B2 JP2019230276A JP2019230276A JP7374756B2 JP 7374756 B2 JP7374756 B2 JP 7374756B2 JP 2019230276 A JP2019230276 A JP 2019230276A JP 2019230276 A JP2019230276 A JP 2019230276A JP 7374756 B2 JP7374756 B2 JP 7374756B2
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information processing
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JP2021099582A (ja
JP2021099582A5 (enExample
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浩 荒井
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Canon Inc
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Canon Inc
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Priority to JP2019230276A priority Critical patent/JP7374756B2/ja
Priority to US17/124,106 priority patent/US12511531B2/en
Priority to KR1020200176067A priority patent/KR20210080224A/ko
Priority to CN202011508555.9A priority patent/CN113158631A/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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/169—Annotation, e.g. comment data or footnotes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • 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
    • 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
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • G06V10/7796—Active pattern-learning, e.g. online learning of image or video features based on specific statistical tests
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2148—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the process organisation or structure, e.g. boosting cascade
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G06F18/2193—Validation; Performance evaluation; Active pattern learning techniques based on specific statistical tests

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • User Interface Of Digital Computer (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2019230276A 2019-12-20 2019-12-20 情報処理装置、情報処理方法、及びプログラム Active JP7374756B2 (ja)

Priority Applications (4)

Application Number Priority Date Filing Date Title
JP2019230276A JP7374756B2 (ja) 2019-12-20 2019-12-20 情報処理装置、情報処理方法、及びプログラム
US17/124,106 US12511531B2 (en) 2019-12-20 2020-12-16 Information processing apparatus, information processing method, and storage medium
KR1020200176067A KR20210080224A (ko) 2019-12-20 2020-12-16 정보 처리 장치 및 정보 처리 방법
CN202011508555.9A CN113158631A (zh) 2019-12-20 2020-12-18 信息处理装置和信息处理方法

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JP2019230276A JP7374756B2 (ja) 2019-12-20 2019-12-20 情報処理装置、情報処理方法、及びプログラム

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JP2021099582A JP2021099582A (ja) 2021-07-01
JP2021099582A5 JP2021099582A5 (enExample) 2022-12-21
JP7374756B2 true JP7374756B2 (ja) 2023-11-07

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Families Citing this family (7)

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Publication number Priority date Publication date Assignee Title
JP7723542B2 (ja) * 2021-09-08 2025-08-14 株式会社デンソーテン アノテーション支援装置及びアノテーション支援方法
JP7744784B2 (ja) * 2021-09-17 2025-09-26 日本無線株式会社 機械学習支援方法、プログラム及び機械学習支援システム
JPWO2023062828A1 (enExample) * 2021-10-15 2023-04-20
JP7728150B2 (ja) * 2021-11-05 2025-08-22 キヤノンメディカルシステムズ株式会社 医療情報処理装置及びプログラム
JP7758161B2 (ja) * 2022-03-18 2025-10-22 日本電気株式会社 学習装置、提示装置、学習方法及びプログラム
KR102591048B1 (ko) * 2022-08-26 2023-10-19 (주)메디아이플러스 어노테이션 생성 지원 장치 및 방법
WO2024202485A1 (ja) * 2023-03-24 2024-10-03 ソニーグループ株式会社 情報処理装置及び情報処理方法、並びにコンピュータプログラム

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014147063A (ja) 2013-01-21 2014-08-14 Keypoint Technologies (Uk) Ltd テキスト入力方法および装置
JP2017134694A (ja) 2016-01-28 2017-08-03 富士通株式会社 属性付与制御プログラム、情報処理装置および属性付与制御方法

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US8280719B2 (en) * 2005-05-05 2012-10-02 Ramp, Inc. Methods and systems relating to information extraction
CN104142909B (zh) * 2014-05-07 2016-04-27 腾讯科技（深圳）有限公司 一种汉字注音方法及装置
CN106782560B (zh) * 2017-03-06 2020-06-16 海信集团有限公司 确定目标识别文本的方法及装置
CN108874772A (zh) * 2018-05-25 2018-11-23 太原理工大学 一种多义词词向量消歧方法
CN110232192A (zh) * 2019-06-19 2019-09-13 中国电力科学研究院有限公司 电力术语命名实体识别方法及装置
CN110490236B (zh) * 2019-07-29 2021-08-24 武汉工程大学 基于神经网络的自动图像标注方法、系统、装置和介质

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014147063A (ja) 2013-01-21 2014-08-14 Keypoint Technologies (Uk) Ltd テキスト入力方法および装置
JP2017134694A (ja) 2016-01-28 2017-08-03 富士通株式会社 属性付与制御プログラム、情報処理装置および属性付与制御方法

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KR20210080224A (ko) 2021-06-30
JP2021099582A (ja) 2021-07-01
US20210192393A1 (en) 2021-06-24
CN113158631A (zh) 2021-07-23

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