JP7007829B2 - 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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JP7007829B2
JP7007829B2 JP2017146800A JP2017146800A JP7007829B2 JP 7007829 B2 JP7007829 B2 JP 7007829B2 JP 2017146800 A JP2017146800 A JP 2017146800A JP 2017146800 A JP2017146800 A JP 2017146800A JP 7007829 B2 JP7007829 B2 JP 7007829B2
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JP2018026122A5 (enExample
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侑輝 斎藤
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Canon Inc
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    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • G—PHYSICS
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    • 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
    • G06F18/21—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
    • G—PHYSICS
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    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
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    • G06N3/0464—Convolutional networks [CNN, ConvNet]
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    • G06N3/09—Supervised learning
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    • 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
    • G06V10/50—Extraction of image or video features by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysis
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    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
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    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19147—Obtaining sets of training patterns; Bootstrap methods, e.g. bagging or boosting
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    • 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
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    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/1916—Validation; Performance evaluation
    • 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
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19173—Classification techniques

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JP2017146800A 2016-08-03 2017-07-28 情報処理装置、情報処理方法及びプログラム Active JP7007829B2 (ja)

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JP2019212073A (ja) * 2018-06-06 2019-12-12 アズビル株式会社 画像判別装置および方法
CN110581834A (zh) * 2018-06-11 2019-12-17 中国移动通信集团浙江有限公司 一种通信能力开放异常检测方法和装置
US11315021B2 (en) * 2019-01-28 2022-04-26 StradVision, Inc. Method and device for on-device continual learning of a neural network which analyzes input data, and method and device for testing the neural network to be used for smartphones, drones, vessels, or military purpose
JP7364206B2 (ja) * 2019-04-09 2023-10-18 日本電気株式会社 学習装置、学習方法、及び制御プログラム
CN110399897B (zh) * 2019-04-10 2021-11-02 北京百卓网络技术有限公司 图像识别方法和装置
WO2021039797A1 (ja) * 2019-08-30 2021-03-04 株式会社Ｎｔｔドコモ クリック率予測モデル構築装置
CN110619047B (zh) * 2019-09-16 2022-09-02 出门问问信息科技有限公司 一种自然语言模型的构建方法、装置以及可读存储介质
EP3798916A1 (en) * 2019-09-24 2021-03-31 Another Brain Transformation of data samples to normal data
WO2021064856A1 (ja) * 2019-10-01 2021-04-08 日本電気株式会社 ロバスト学習装置、ロバスト学習方法、プログラム及び記憶装置
CN114556334A (zh) * 2019-10-15 2022-05-27 索尼集团公司 信息处理设备和信息处理方法
US11068752B2 (en) 2019-10-31 2021-07-20 General Electric Company Inspection systems and methods including image classification module
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KR102506815B1 (ko) * 2020-11-19 2023-03-06 전남대학교산학협력단 생체정보처리 기술과 결합된 암호를 통한 사용자 검증 시스템 및 방법
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