JP6900190B2 - 認識学習装置、認識学習方法及びプログラム - Google Patents

認識学習装置、認識学習方法及びプログラム Download PDF

Info

Publication number
JP6900190B2
JP6900190B2 JP2016256060A JP2016256060A JP6900190B2 JP 6900190 B2 JP6900190 B2 JP 6900190B2 JP 2016256060 A JP2016256060 A JP 2016256060A JP 2016256060 A JP2016256060 A JP 2016256060A JP 6900190 B2 JP6900190 B2 JP 6900190B2
Authority
JP
Japan
Prior art keywords
recognition
information
recognition target
learning
conceptual
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2016256060A
Other languages
English (en)
Japanese (ja)
Other versions
JP2017130196A5 (enExample
JP2017130196A (ja
Inventor
大岳 八谷
大岳 八谷
優和 真継
優和 真継
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Canon Inc
Original Assignee
Canon Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Canon Inc filed Critical Canon Inc
Publication of JP2017130196A publication Critical patent/JP2017130196A/ja
Publication of JP2017130196A5 publication Critical patent/JP2017130196A5/ja
Application granted granted Critical
Publication of JP6900190B2 publication Critical patent/JP6900190B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/35—Categorising the entire scene, e.g. birthday party or wedding scene
    • 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
    • G06F18/23—Clustering techniques
    • G06F18/231—Hierarchical techniques, i.e. dividing or merging pattern sets so as to obtain a dendrogram
    • 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
    • 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/7625—Hierarchical techniques, i.e. dividing or merging patterns to obtain a tree-like representation; Dendograms
    • 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
    • G06V10/7747—Organisation of the process, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Computational Linguistics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Image Analysis (AREA)
JP2016256060A 2016-01-14 2016-12-28 認識学習装置、認識学習方法及びプログラム Active JP6900190B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2016005598 2016-01-14
JP2016005598 2016-01-14

Publications (3)

Publication Number Publication Date
JP2017130196A JP2017130196A (ja) 2017-07-27
JP2017130196A5 JP2017130196A5 (enExample) 2020-02-06
JP6900190B2 true JP6900190B2 (ja) 2021-07-07

Family

ID=59314780

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016256060A Active JP6900190B2 (ja) 2016-01-14 2016-12-28 認識学習装置、認識学習方法及びプログラム

Country Status (2)

Country Link
US (1) US10217027B2 (enExample)
JP (1) JP6900190B2 (enExample)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11615297B2 (en) 2017-04-04 2023-03-28 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network compiler
US12430543B2 (en) 2017-04-04 2025-09-30 Hailo Technologies Ltd. Structured sparsity guided training in an artificial neural network
US11544545B2 (en) 2017-04-04 2023-01-03 Hailo Technologies Ltd. Structured activation based sparsity in an artificial neural network
US10387298B2 (en) 2017-04-04 2019-08-20 Hailo Technologies Ltd Artificial neural network incorporating emphasis and focus techniques
US11551028B2 (en) 2017-04-04 2023-01-10 Hailo Technologies Ltd. Structured weight based sparsity in an artificial neural network
US11238334B2 (en) 2017-04-04 2022-02-01 Hailo Technologies Ltd. System and method of input alignment for efficient vector operations in an artificial neural network
CN110352432A (zh) * 2017-04-07 2019-10-18 英特尔公司 使用用于深度神经网络的改进的训练和学习的方法和系统
CN108205684B (zh) * 2017-04-25 2022-02-11 北京市商汤科技开发有限公司 图像消歧方法、装置、存储介质和电子设备
JP6800820B2 (ja) 2017-07-14 2020-12-16 パナソニック株式会社 人流分析方法、人流分析装置、及び人流分析システム
JP7228961B2 (ja) * 2018-04-02 2023-02-27 キヤノン株式会社 ニューラルネットワークの学習装置およびその制御方法
WO2020003992A1 (ja) * 2018-06-28 2020-01-02 富士フイルム株式会社 学習装置及び学習方法、並びに、医療画像処理装置
TW202006738A (zh) * 2018-07-12 2020-02-01 國立臺灣科技大學 應用機器學習的醫學影像分析方法及其系統
CN113826108A (zh) * 2019-05-14 2021-12-21 三星电子株式会社 用于辅助车辆驾驶的电子装置和方法
JP7243821B2 (ja) * 2019-05-29 2023-03-22 日本電気株式会社 学習装置、制御方法及びプログラム
US20220358313A1 (en) 2019-10-29 2022-11-10 Sony Group Corporation Bias adjustment device, information processing device, information processing method, and information processing program
CN111079377B (zh) * 2019-12-03 2022-12-13 哈尔滨工程大学 一种面向中文医疗文本命名实体识别的方法
JP7046239B2 (ja) * 2020-01-24 2022-04-01 株式会社日立製作所 画像内のオブジェクト認識のためにニューラルネットワークを生成するための方法及びシステム
JP7467157B2 (ja) * 2020-02-19 2024-04-15 キヤノン株式会社 学習装置、画像認識装置、学習方法、画像認識装置の制御方法およびプログラム
CN111832282B (zh) * 2020-07-16 2023-04-14 平安科技（深圳）有限公司 融合外部知识的bert模型的微调方法、装置及计算机设备
US11237894B1 (en) 2020-09-29 2022-02-01 Hailo Technologies Ltd. Layer control unit instruction addressing safety mechanism in an artificial neural network processor
US11874900B2 (en) 2020-09-29 2024-01-16 Hailo Technologies Ltd. Cluster interlayer safety mechanism in an artificial neural network processor
US12248367B2 (en) 2020-09-29 2025-03-11 Hailo Technologies Ltd. Software defined redundant allocation safety mechanism in an artificial neural network processor
US11263077B1 (en) 2020-09-29 2022-03-01 Hailo Technologies Ltd. Neural network intermediate results safety mechanism in an artificial neural network processor
US11221929B1 (en) 2020-09-29 2022-01-11 Hailo Technologies Ltd. Data stream fault detection mechanism in an artificial neural network processor
US11811421B2 (en) 2020-09-29 2023-11-07 Hailo Technologies Ltd. Weights safety mechanism in an artificial neural network processor
CN112799658B (zh) 2021-04-12 2022-03-01 北京百度网讯科技有限公司 模型训练方法、模型训练平台、电子设备和存储介质
JP2022175851A (ja) * 2021-05-14 2022-11-25 キヤノン株式会社 情報処理装置、情報処理方法、及びプログラム

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7406459B2 (en) * 2003-05-01 2008-07-29 Microsoft Corporation Concept network
JP4246120B2 (ja) 2004-07-21 2009-04-02 シャープ株式会社 楽曲検索システムおよび楽曲検索方法
JP2011108085A (ja) * 2009-11-19 2011-06-02 Nippon Hoso Kyokai <Nhk> 知識構築装置およびプログラム
US9536167B2 (en) * 2014-12-10 2017-01-03 Ricoh Co., Ltd. Realogram scene analysis of images: multiples for scene analysis
US9836671B2 (en) * 2015-08-28 2017-12-05 Microsoft Technology Licensing, Llc Discovery of semantic similarities between images and text

Also Published As

Publication number Publication date
US10217027B2 (en) 2019-02-26
US20170206437A1 (en) 2017-07-20
JP2017130196A (ja) 2017-07-27

Similar Documents

Publication Publication Date Title
JP6900190B2 (ja) 認識学習装置、認識学習方法及びプログラム
CN114514517B (zh) 用于基于知识图谱来提供内容的方法和装置
US11113598B2 (en) Dynamic memory network
JP6647455B1 (ja) 時間差モデルの教師なし学習法
US20160350653A1 (en) Dynamic Memory Network
JP7488871B2 (ja) 対話推薦方法、装置、電子機器、記憶媒体ならびにコンピュータプログラム
US20210217409A1 (en) Electronic device and control method therefor
JP6895276B2 (ja) 行動認識システムおよび行動認識方法
CN113557521B (zh) 使用机器学习从动画媒体内容项目提取时间信息的系统和方法
CN111434118A (zh) 用户感兴趣信息生成的装置和方法
KR102861081B1 (ko) 생성형 모델 생성 질문 및 답변을 갖는 사전적 질의 및 콘텐츠 제안
US20220269935A1 (en) Personalizing Digital Experiences Based On Predicted User Cognitive Style
KR102871199B1 (ko) 에이전트 컴패니언을 위한 주변 다중 디바이스 프레임워크
US20250208971A1 (en) Adaptive content generation systems using seed images
CN113935332A (zh) 图书分级方法及图书分级设备
Chen et al. Ontology-based activity recognition framework and services
WO2025071985A1 (en) Using large language models to generate view-based accessibility information
CN111814812B (zh) 建模方法、装置、存储介质、电子设备及场景识别方法
WO2025090062A1 (en) Generative ai appliance
Sajid et al. A new approach of anomaly detection in shopping center surveillance videos for theft prevention based on RLCNN model
Trivedi Machine learning fundamental concepts
CN114969491A (zh) 推荐对象的方法、装置、计算机设备和存储介质
EP4632640A1 (en) Artificial intelligence powered chief of staff bot
CN119515495B (zh) 任务导向的多模态物品推荐方法、装置、电子设备和介质
Ahamed et al. Effective emoticon based framework for sentimental analysis of web data

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20191223

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20191223

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20201023

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20201124

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210115

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20210518

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20210616

R151 Written notification of patent or utility model registration

Ref document number: 6900190

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R151