CN104781831B - 用于生成语义标注的系统和方法 - Google Patents

用于生成语义标注的系统和方法 Download PDF

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CN104781831B
CN104781831B CN201380059257.8A CN201380059257A CN104781831B CN 104781831 B CN104781831 B CN 104781831B CN 201380059257 A CN201380059257 A CN 201380059257A CN 104781831 B CN104781831 B CN 104781831B
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previous
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module
processor
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CN104781831A (zh
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P.H.杜
J.里特谢尔
L.关
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General Electric Co
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General Electric Co
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    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2323—Non-hierarchical techniques based on graph theory, e.g. minimum spanning trees [MST] or graph cuts
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion 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
    • 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
    • G06V10/7635—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks based on graphs, e.g. graph cuts or spectral clustering
    • 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
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Discrete Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • User Interface Of Digital Computer (AREA)
  • Alarm Systems (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN201380059257.8A 2012-09-13 2013-09-12 用于生成语义标注的系统和方法 Active CN104781831B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201261700542P 2012-09-13 2012-09-13
US61/700542 2012-09-13
US13/918905 2013-06-15
US13/918,905 US9251421B2 (en) 2012-09-13 2013-06-15 System and method for generating semantic annotations
PCT/US2013/059453 WO2014043340A1 (en) 2012-09-13 2013-09-12 System and method for generating semantic annotations

Publications (2)

Publication Number Publication Date
CN104781831A CN104781831A (zh) 2015-07-15
CN104781831B true CN104781831B (zh) 2019-04-30

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US (1) US9251421B2 (https=)
EP (1) EP2895987A1 (https=)
JP (1) JP6307082B2 (https=)
KR (1) KR101890467B1 (https=)
CN (1) CN104781831B (https=)
AU (1) AU2013315478B2 (https=)
BR (1) BR112015005541A2 (https=)
CA (1) CA2884714C (https=)
WO (1) WO2014043340A1 (https=)

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US10339420B1 (en) * 2018-08-30 2019-07-02 Accenture Global Solutions Limited Entity recognition using multiple data streams to supplement missing information associated with an entity
US11119679B2 (en) * 2019-08-02 2021-09-14 Micron Technology, Inc. Storing data based on a probability of a data graph
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Publication number Publication date
KR20150056802A (ko) 2015-05-27
JP6307082B2 (ja) 2018-04-04
JP2015528613A (ja) 2015-09-28
CA2884714A1 (en) 2014-03-20
AU2013315478B2 (en) 2018-11-15
AU2013315478A1 (en) 2015-04-02
US20140072171A1 (en) 2014-03-13
EP2895987A1 (en) 2015-07-22
CA2884714C (en) 2018-05-22
CN104781831A (zh) 2015-07-15
BR112015005541A2 (pt) 2017-08-08
WO2014043340A1 (en) 2014-03-20
US9251421B2 (en) 2016-02-02
KR101890467B1 (ko) 2018-08-21

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