WO2010059188A2 - Procédé pour une classification sémantique basée sur des événements - Google Patents

Procédé pour une classification sémantique basée sur des événements Download PDF

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Publication number
WO2010059188A2
WO2010059188A2 PCT/US2009/006064 US2009006064W WO2010059188A2 WO 2010059188 A2 WO2010059188 A2 WO 2010059188A2 US 2009006064 W US2009006064 W US 2009006064W WO 2010059188 A2 WO2010059188 A2 WO 2010059188A2
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WO
WIPO (PCT)
Prior art keywords
event
image
features
events
time
Prior art date
Application number
PCT/US2009/006064
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English (en)
Other versions
WO2010059188A3 (fr
Inventor
Madirakshi Das
Alexander C. Loui
Mark D. Wood
Original Assignee
Eastman Kodak Company
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 Eastman Kodak Company filed Critical Eastman Kodak Company
Priority to JP2011536321A priority Critical patent/JP5537557B2/ja
Priority to EP09761050A priority patent/EP2347349A2/fr
Publication of WO2010059188A2 publication Critical patent/WO2010059188A2/fr
Publication of WO2010059188A3 publication Critical patent/WO2010059188A3/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content

Abstract

Procédé permettant de  classifier automatiquement des images présentes dans une collection d’images numériques d’un consommateur, qui comprend les étapes consistant à générer une représentation des événements de la collection d’images ; calculer des caractéristiques globales axées sur le temps pour chaque événement à l’intérieur de la représentation d’événements hiérarchiques ; calculer des caractéristiques axées sur le contenu pour chaque image d’un événement à l’intérieur de la représentation d’événements hiérarchiques ; combiner les caractéristiques axées sur le contenu pour chaque image d’un événement pour générer des caractéristiques axées sur le contenu au niveau des événements ; et utiliser les caractéristiques axées sur le temps et les caractéristiques axées sur le contenu pour chaque événement afin de classifier un événement dans une catégorie parmi une série prédéterminée de catégories sémantiques.
PCT/US2009/006064 2008-11-19 2009-11-12 Procédé pour une classification sémantique basée sur des événements WO2010059188A2 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2011536321A JP5537557B2 (ja) 2008-11-19 2009-11-12 事象毎に意味論的に分類する方法
EP09761050A EP2347349A2 (fr) 2008-11-19 2009-11-12 Procédé pour une classification sémantique basée sur des événements

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US12/273,600 US8611677B2 (en) 2008-11-19 2008-11-19 Method for event-based semantic classification
US12/273,600 2008-11-19

Publications (2)

Publication Number Publication Date
WO2010059188A2 true WO2010059188A2 (fr) 2010-05-27
WO2010059188A3 WO2010059188A3 (fr) 2010-08-05

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2009/006064 WO2010059188A2 (fr) 2008-11-19 2009-11-12 Procédé pour une classification sémantique basée sur des événements

Country Status (4)

Country Link
US (2) US8611677B2 (fr)
EP (2) EP2347349A2 (fr)
JP (1) JP5537557B2 (fr)
WO (1) WO2010059188A2 (fr)

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US20140046914A1 (en) 2014-02-13
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