CA2884714C - System and method for generating semantic annotations - Google Patents

System and method for generating semantic annotations Download PDF

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Publication number
CA2884714C
CA2884714C CA2884714A CA2884714A CA2884714C CA 2884714 C CA2884714 C CA 2884714C CA 2884714 A CA2884714 A CA 2884714A CA 2884714 A CA2884714 A CA 2884714A CA 2884714 C CA2884714 C CA 2884714C
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matching
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French (fr)
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CA2884714A1 (en
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Peter Henry Tu
Jens Rittscher
Li Guan
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General Electric Co
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General Electric Co
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/70Labelling scene content, e.g. deriving syntactic or semantic representations
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • G06F18/232Non-hierarchical techniques
    • G06F18/2323Non-hierarchical techniques based on graph theory, e.g. minimum spanning trees [MST] or graph cuts
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/7635Arrangements 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing 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
    • G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/20Scenes; Scene-specific elements in augmented reality scenes
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/41Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance 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)
CA2884714A 2012-09-13 2013-09-12 System and method for generating semantic annotations Active CA2884714C (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201261700542P 2012-09-13 2012-09-13
US61/700,542 2012-09-13
US13/918,905 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
CA2884714A1 CA2884714A1 (en) 2014-03-20
CA2884714C true CA2884714C (en) 2018-05-22

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Family Applications (1)

Application Number Title Priority Date Filing Date
CA2884714A Active CA2884714C (en) 2012-09-13 2013-09-12 System and method for generating semantic annotations

Country Status (9)

Country Link
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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Also Published As

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
CN104781831A (zh) 2015-07-15
CN104781831B (zh) 2019-04-30
BR112015005541A2 (pt) 2017-08-08
WO2014043340A1 (en) 2014-03-20
US9251421B2 (en) 2016-02-02
KR101890467B1 (ko) 2018-08-21

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