CN107527063B - 信息处理装置、信息处理方法以及存储介质 - Google Patents

信息处理装置、信息处理方法以及存储介质 Download PDF

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CN107527063B
CN107527063B CN201710451308.1A CN201710451308A CN107527063B CN 107527063 B CN107527063 B CN 107527063B CN 201710451308 A CN201710451308 A CN 201710451308A CN 107527063 B CN107527063 B CN 107527063B
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CN107527063A (zh
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御手洗裕辅
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Canon Inc
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CN201710451308.1A 2016-06-15 2017-06-15 信息处理装置、信息处理方法以及存储介质 Active CN107527063B (zh)

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Families Citing this family (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019092765A (ja) * 2017-11-22 2019-06-20 株式会社大一商会 遊技機
JP2019092764A (ja) * 2017-11-22 2019-06-20 株式会社大一商会 遊技機
DE112019001044T5 (de) 2018-02-28 2020-11-12 Fujifilm Corporation Verfahren und vorrichtung für maschinelles lernen, programm, gelerntes modell und diskriminiervorrichtung
US12073643B2 (en) 2018-11-29 2024-08-27 Nec Corporation Machine learning apparatus, machine learning method, and computer-readable recording medium
JP7172677B2 (ja) * 2019-02-05 2022-11-16 富士通株式会社 学習方法、学習プログラムおよび学習装置
JP7124957B2 (ja) * 2019-04-05 2022-08-24 日本電気株式会社 画像処理システム、推定装置、処理方法及びプログラム
EP4033417A4 (en) * 2019-10-16 2022-10-12 Mitsubishi Electric Corporation Search device, search method, search program, and learning model search system
WO2021095101A1 (ja) * 2019-11-11 2021-05-20 日本電信電話株式会社 学習装置、検知装置、学習方法、及び異常検知方法
JP7484318B2 (ja) * 2020-03-27 2024-05-16 富士フイルムビジネスイノベーション株式会社 学習装置及び学習プログラム
JP7135025B2 (ja) 2020-04-20 2022-09-12 株式会社東芝 情報処理装置、情報処理方法およびプログラム
US11308077B2 (en) * 2020-07-21 2022-04-19 International Business Machines Corporation Identifying source datasets that fit a transfer learning process for a target domain
US11392370B2 (en) * 2020-10-26 2022-07-19 Sap Se Distributed vectorized representations of source code commits
RU2759087C1 (ru) * 2020-12-07 2021-11-09 Общество с ограниченной ответственностью "Группа АйБи ТДС" Способ и система статического анализа исполняемых файлов на основе предиктивных моделей
JP7277645B2 (ja) * 2020-12-25 2023-05-19 楽天グループ株式会社 情報処理装置、情報処理方法およびプログラム
JP7062747B1 (ja) 2020-12-25 2022-05-06 楽天グループ株式会社 情報処理装置、情報処理方法およびプログラム
JP7649684B2 (ja) * 2021-04-22 2025-03-21 株式会社日立製作所 データ分析装置、データ分析方法、およびデータ分析プログラム
CN113222950B (zh) * 2021-05-19 2023-07-07 广东奥普特科技股份有限公司 表面缺陷检测模型训练方法、表面缺陷检测方法及系统
JP7653853B2 (ja) * 2021-07-12 2025-03-31 富士フイルム株式会社 画像処理装置
JP7765218B2 (ja) * 2021-08-31 2025-11-06 キヤノン株式会社 情報処理装置およびその制御方法、学習装置
CN115561140B (zh) * 2022-10-12 2023-08-04 宁波得立丰服饰有限公司 一种服装透气性检测方法、系统、存储介质及智能终端
US12364905B2 (en) * 2022-10-18 2025-07-22 Tonal Systems, Inc. Synthesis of exercise guidance training data
US12003371B1 (en) 2022-12-13 2024-06-04 Sap Se Server configuration anomaly detection
JP7754795B2 (ja) * 2022-12-28 2025-10-15 Ｊｆｅシステムズ株式会社 製品性能のコンピュータによる機械学習処理方式及び予測方法並びに原料のコンピュータによる配合提示方法

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102262645A (zh) * 2010-05-27 2011-11-30 索尼公司 信息处理装置、信息处理方法以及程序
CN102542287A (zh) * 2010-11-26 2012-07-04 索尼公司 信息处理设备、信息处理方法和程序

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS54430A (en) 1978-04-18 1979-01-05 Naka Tech Lab Antiislip material for building
DE3113349A1 (de) 1981-04-02 1982-10-21 Siemens AG, 1000 Berlin und 8000 München Gasentladungs-ueberspannungsableiter
JP3003353B2 (ja) 1992-02-14 2000-01-24 日本電気株式会社 タスク適応標準パターン学習装置
JP4368767B2 (ja) 2004-09-08 2009-11-18 独立行政法人産業技術総合研究所 異常動作検出装置および異常動作検出方法
US9323837B2 (en) * 2008-03-05 2016-04-26 Ying Zhao Multiple domain anomaly detection system and method using fusion rule and visualization
JP5414416B2 (ja) 2008-09-24 2014-02-12 キヤノン株式会社 情報処理装置及び方法
JP5777390B2 (ja) 2011-04-20 2015-09-09 キヤノン株式会社 情報処理方法及び装置、パターン識別方法及び装置
JP5746550B2 (ja) 2011-04-25 2015-07-08 キヤノン株式会社 画像処理装置、画像処理方法
JP5906071B2 (ja) 2011-12-01 2016-04-20 キヤノン株式会社 情報処理方法、情報処理装置、および記憶媒体
US10515153B2 (en) * 2013-05-16 2019-12-24 Educational Testing Service Systems and methods for automatically assessing constructed recommendations based on sentiment and specificity measures
US9710729B2 (en) 2014-09-04 2017-07-18 Xerox Corporation Domain adaptation for image classification with class priors
US20170220951A1 (en) * 2016-02-02 2017-08-03 Xerox Corporation Adapting multiple source classifiers in a target domain
US9805276B2 (en) * 2016-03-31 2017-10-31 Toyota Jidosha Kabushiki Kaisha Generating real-time driver familiarity index for fine-grained dynamic road scenes

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102262645A (zh) * 2010-05-27 2011-11-30 索尼公司 信息处理装置、信息处理方法以及程序
CN102542287A (zh) * 2010-11-26 2012-07-04 索尼公司 信息处理设备、信息处理方法和程序

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
"Covariate shift by kernel mean matching";Gretton 等;《IEEE》;20091231;参见正文第10页 *
"Cross validation framework to choose amongst models and datasets for transfer learning";Erheng ZHONG 等;《Machine learning and knowledge discovery in databases》;20101231;参见正文第548、556、559页 *
"Cross-domain facial expression recognition using supervised kernel mean matching";Miao 等;《IEEE》;20130111;参见正文第326-331页 *
"Relative Density-Ratio Estimation for Robust Distribution Comparson";Yamada 等;《Neural computation》;20130531;参见正文第3页 *
Miao 等."Cross-domain facial expression recognition using supervised kernel mean matching".《IEEE》.2013, *

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EP3258425A1 (en) 2017-12-20
JP2017224156A (ja) 2017-12-21
JP6884517B2 (ja) 2021-06-09
CN107527063A (zh) 2017-12-29
EP3258425B1 (en) 2022-04-27
US11544628B2 (en) 2023-01-03

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