JP7502370B2 - カスタマイズされたディープラーニングベースのテキスト修正のための方法及び装置 - Google Patents

カスタマイズされたディープラーニングベースのテキスト修正のための方法及び装置 Download PDF

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JP7502370B2
JP7502370B2 JP2022092288A JP2022092288A JP7502370B2 JP 7502370 B2 JP7502370 B2 JP 7502370B2 JP 2022092288 A JP2022092288 A JP 2022092288A JP 2022092288 A JP2022092288 A JP 2022092288A JP 7502370 B2 JP7502370 B2 JP 7502370B2
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JP2023051724A5 (enExample
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ジュンチャオ ウェイ，
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コニカ ミノルタ ビジネス ソリューションズ ユー．エス．エー．， インコーポレイテッド
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/12—Detection or correction of errors, e.g. by rescanning the pattern
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • 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
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder 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
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/18—Extraction of features or characteristics of the image

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
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  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Multimedia (AREA)
  • Character Discrimination (AREA)
JP2022092288A 2021-09-30 2022-06-07 カスタマイズされたディープラーニングベースのテキスト修正のための方法及び装置 Active JP7502370B2 (ja)

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US17/491,122 US12008826B2 (en) 2021-09-30 2021-09-30 Method and apparatus for customized deep learning-based text correction
US17/491,122 2021-09-30

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Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12008826B2 (en) * 2021-09-30 2024-06-11 Konica Minolta Business Solutions U.S.A., Inc. Method and apparatus for customized deep learning-based text correction
US12106319B2 (en) * 2021-11-19 2024-10-01 Target Brands, Inc. Hierarchical demand forecasting modeling
US20250124223A1 (en) * 2023-10-17 2025-04-17 Salesforce, Inc. Multi-layered customization framework

Citations (5)

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US20090254819A1 (en) 2008-04-07 2009-10-08 Song Hee Jun Spelling correction system and method for misspelled input
US20090281972A1 (en) 2008-05-06 2009-11-12 Microsoft Corporation Adaptive learning framework for data correction
JP2011065322A (ja) 2009-09-16 2011-03-31 Konica Minolta Holdings Inc 文字認識システム及び文字認識プログラム、並びに音声認識システム及び音声認識プログラム
CN113298632A (zh) 2021-06-16 2021-08-24 武汉行健道信息技术有限公司 一种基于移动互联网和数据特征分析的智能财务管理系统
JP2021135695A (ja) 2020-02-26 2021-09-13 株式会社日立製作所 文書認識装置および文書認識方法

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Publication number Priority date Publication date Assignee Title
US11734567B2 (en) * 2018-02-13 2023-08-22 Samsung Electronics Co., Ltd. Method and system for reducing deep neural network architectures
US11055527B2 (en) * 2019-02-01 2021-07-06 Intuit Inc. System and method for information extraction with character level features
US11087163B2 (en) * 2019-11-01 2021-08-10 Vannevar Labs, Inc. Neural network-based optical character recognition
US12008826B2 (en) * 2021-09-30 2024-06-11 Konica Minolta Business Solutions U.S.A., Inc. Method and apparatus for customized deep learning-based text correction

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090254819A1 (en) 2008-04-07 2009-10-08 Song Hee Jun Spelling correction system and method for misspelled input
US20090281972A1 (en) 2008-05-06 2009-11-12 Microsoft Corporation Adaptive learning framework for data correction
JP2011065322A (ja) 2009-09-16 2011-03-31 Konica Minolta Holdings Inc 文字認識システム及び文字認識プログラム、並びに音声認識システム及び音声認識プログラム
JP2021135695A (ja) 2020-02-26 2021-09-13 株式会社日立製作所 文書認識装置および文書認識方法
CN113298632A (zh) 2021-06-16 2021-08-24 武汉行健道信息技术有限公司 一种基于移动互联网和数据特征分析的智能财务管理系统

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US20230096700A1 (en) 2023-03-30
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