JPWO2021019645A1 - - Google Patents

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Publication number
JPWO2021019645A1
JPWO2021019645A1 JP2021536487A JP2021536487A JPWO2021019645A1 JP WO2021019645 A1 JPWO2021019645 A1 JP WO2021019645A1 JP 2021536487 A JP2021536487 A JP 2021536487A JP 2021536487 A JP2021536487 A JP 2021536487A JP WO2021019645 A1 JPWO2021019645 A1 JP WO2021019645A1
Authority
JP
Japan
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.)
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Application number
JP2021536487A
Other versions
JP7268739B2 (ja
JPWO2021019645A5 (ja
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Publication of JPWO2021019645A1 publication Critical patent/JPWO2021019645A1/ja
Publication of JPWO2021019645A5 publication Critical patent/JPWO2021019645A5/ja
Application granted granted Critical
Publication of JP7268739B2 publication Critical patent/JP7268739B2/ja
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Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/48—Matching video sequences
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
    • G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
    • G10L25/57—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination for processing of video signals
    • G—PHYSICS
    • G11—INFORMATION STORAGE
    • G11B—INFORMATION STORAGE BASED ON RELATIVE MOVEMENT BETWEEN RECORD CARRIER AND TRANSDUCER
    • G11B27/00—Editing; Indexing; Addressing; Timing or synchronising; Monitoring; Measuring tape travel
    • G11B27/02—Editing, e.g. varying the order of information signals recorded on, or reproduced from, record carriers
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00—Details of television systems
    • H04N5/76—Television signal recording
    • H04N5/91—Television signal processing therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Signal Processing (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Acoustics & Sound (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Television Signal Processing For Recording (AREA)
  • Image Analysis (AREA)
JP2021536487A 2019-07-29 2019-07-29 学習データ生成装置、学習装置、識別装置、生成方法及びプログラム Active JP7268739B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2019/029673 WO2021019645A1 (ja) 2019-07-29 2019-07-29 学習データ生成装置、学習装置、識別装置、生成方法及び記憶媒体

Publications (3)

Publication Number Publication Date
JPWO2021019645A1 true JPWO2021019645A1 (ja) 2021-02-04
JPWO2021019645A5 JPWO2021019645A5 (ja) 2022-03-24
JP7268739B2 JP7268739B2 (ja) 2023-05-08

Family

ID=74229795

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021536487A Active JP7268739B2 (ja) 2019-07-29 2019-07-29 学習データ生成装置、学習装置、識別装置、生成方法及びプログラム

Country Status (3)

Country Link
US (1) US20220262099A1 (ja)
JP (1) JP7268739B2 (ja)
WO (1) WO2021019645A1 (ja)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022259530A1 (ja) * 2021-06-11 2022-12-15 日本電気株式会社 映像処理装置、映像処理方法、及び、記録媒体
WO2022264365A1 (ja) * 2021-06-17 2022-12-22 日本電気株式会社 映像処理装置、映像処理方法、及び、記録媒体

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005167377A (ja) * 2003-11-28 2005-06-23 Sony Corp 動画像編集装置及び動画像編集方法
JP2006287319A (ja) * 2005-03-31 2006-10-19 Nippon Hoso Kyokai <Nhk> 番組ダイジェスト作成装置および番組ダイジェスト作成プログラム
JP2007336106A (ja) * 2006-06-13 2007-12-27 Osaka Univ 映像編集支援装置
JP2010026981A (ja) * 2008-07-24 2010-02-04 Nippon Hoso Kyokai <Nhk> 特定シーン学習システム及びプログラム
WO2010073695A1 (ja) * 2008-12-25 2010-07-01 日本電気株式会社 編集情報提示装置、編集情報提示方法、プログラム、及び記録媒体
JP2014203133A (ja) * 2013-04-01 2014-10-27 キヤノン株式会社 画像処理装置、画像処理方法
US20150318019A1 (en) * 2014-05-01 2015-11-05 Adobe Systems Incorporated Method and apparatus for editing video scenes based on learned user preferences
JP2018190332A (ja) * 2017-05-11 2018-11-29 キヤノン株式会社 画像認識装置および学習装置
JP2019091138A (ja) * 2017-11-13 2019-06-13 株式会社日立製作所 画像検索装置、画像検索方法、及び、それに用いる設定画面

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6683231B2 (ja) * 2018-10-04 2020-04-15 ソニー株式会社 情報処理装置および情報処理方法

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005167377A (ja) * 2003-11-28 2005-06-23 Sony Corp 動画像編集装置及び動画像編集方法
JP2006287319A (ja) * 2005-03-31 2006-10-19 Nippon Hoso Kyokai <Nhk> 番組ダイジェスト作成装置および番組ダイジェスト作成プログラム
JP2007336106A (ja) * 2006-06-13 2007-12-27 Osaka Univ 映像編集支援装置
JP2010026981A (ja) * 2008-07-24 2010-02-04 Nippon Hoso Kyokai <Nhk> 特定シーン学習システム及びプログラム
WO2010073695A1 (ja) * 2008-12-25 2010-07-01 日本電気株式会社 編集情報提示装置、編集情報提示方法、プログラム、及び記録媒体
JP2014203133A (ja) * 2013-04-01 2014-10-27 キヤノン株式会社 画像処理装置、画像処理方法
US20150318019A1 (en) * 2014-05-01 2015-11-05 Adobe Systems Incorporated Method and apparatus for editing video scenes based on learned user preferences
JP2018190332A (ja) * 2017-05-11 2018-11-29 キヤノン株式会社 画像認識装置および学習装置
JP2019091138A (ja) * 2017-11-13 2019-06-13 株式会社日立製作所 画像検索装置、画像検索方法、及び、それに用いる設定画面

Also Published As

Publication number Publication date
JP7268739B2 (ja) 2023-05-08
WO2021019645A1 (ja) 2021-02-04
US20220262099A1 (en) 2022-08-18

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