JP7463186B2 - 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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JP7463186B2
JP7463186B2 JP2020091353A JP2020091353A JP7463186B2 JP 7463186 B2 JP7463186 B2 JP 7463186B2 JP 2020091353 A JP2020091353 A JP 2020091353A JP 2020091353 A JP2020091353 A JP 2020091353A JP 7463186 B2 JP7463186 B2 JP 7463186B2
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images
information processing
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JP2021189527A (ja
JP2021189527A5 (enExample
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洋佑 高田
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Canon Inc
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Canon Inc
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    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4015—Image demosaicing, e.g. colour filter arrays [CFA] or Bayer patterns
    • 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/20—Drawing from basic elements, e.g. lines or circles
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/40—Filling a planar surface by adding surface attributes, e.g. colour or texture
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4046—Scaling of whole images or parts thereof, e.g. expanding or contracting using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • 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]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
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  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
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  • Molecular Biology (AREA)
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  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
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JP2020091353A 2020-05-26 2020-05-26 情報処理装置、情報処理方法及びプログラム Active JP7463186B2 (ja)

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JP2020091353A JP7463186B2 (ja) 2020-05-26 2020-05-26 情報処理装置、情報処理方法及びプログラム
US17/245,393 US12067488B2 (en) 2020-05-26 2021-04-30 Information processing apparatus, information processing method, and storage medium for generating learning data used for machine learning

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Families Citing this family (5)

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Publication number Priority date Publication date Assignee Title
JP7512150B2 (ja) 2020-09-24 2024-07-08 キヤノン株式会社 情報処理装置、情報処理方法およびプログラム
JP7741654B2 (ja) 2021-06-24 2025-09-18 キヤノン株式会社 学習装置、画像処理装置、学習処理方法、及びプログラム
JP7724643B2 (ja) 2021-06-24 2025-08-18 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
CN114429787B (zh) * 2021-12-30 2023-04-18 北京百度网讯科技有限公司 组学数据处理方法、装置、电子设备和存储介质
WO2023190473A1 (ja) * 2022-03-28 2023-10-05 ソニーセミコンダクタソリューションズ株式会社 画像処理装置および画像処理方法、画像変換装置および画像変換方法、ａｉネットワーク生成装置およびａｉネットワーク生成方法、並びにプログラム

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013162347A (ja) 2012-02-06 2013-08-19 Sony Corp 画像処理装置、画像処理方法、プログラム、および装置
CN110008783A (zh) 2018-01-04 2019-07-12 杭州海康威视数字技术股份有限公司 基于神经网络模型的人脸活体检测方法、装置及电子设备
CN110781913A (zh) 2019-09-11 2020-02-11 西安电子科技大学 一种拉链布带缺陷检测方法

Family Cites Families (4)

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Publication number Priority date Publication date Assignee Title
US9996771B2 (en) * 2016-02-15 2018-06-12 Nvidia Corporation System and method for procedurally synthesizing datasets of objects of interest for training machine-learning models
JP6330092B1 (ja) 2017-08-02 2018-05-23 株式会社ディジタルメディアプロフェッショナル 機械学習用教師データ生成装置及び生成方法
EP3591582B1 (en) * 2018-07-06 2024-09-04 Tata Consultancy Services Limited Method and system for automatic object annotation using deep network
JP7353198B2 (ja) * 2020-02-06 2023-09-29 株式会社日立ハイテク 計算機、識別器の学習方法、および分析システム

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013162347A (ja) 2012-02-06 2013-08-19 Sony Corp 画像処理装置、画像処理方法、プログラム、および装置
CN110008783A (zh) 2018-01-04 2019-07-12 杭州海康威视数字技术股份有限公司 基于神经网络模型的人脸活体检测方法、装置及电子设备
CN110781913A (zh) 2019-09-11 2020-02-11 西安电子科技大学 一种拉链布带缺陷检测方法

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US20210374527A1 (en) 2021-12-02
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