WO2007117448A3 - Forming connections between image collections - Google Patents

Forming connections between image collections Download PDF

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Publication number
WO2007117448A3
WO2007117448A3 PCT/US2007/008284 US2007008284W WO2007117448A3 WO 2007117448 A3 WO2007117448 A3 WO 2007117448A3 US 2007008284 W US2007008284 W US 2007008284W WO 2007117448 A3 WO2007117448 A3 WO 2007117448A3
Authority
WO
WIPO (PCT)
Prior art keywords
image collections
image
forming connections
collections
collection
Prior art date
Application number
PCT/US2007/008284
Other languages
French (fr)
Other versions
WO2007117448A2 (en
Inventor
Andrew Charles Gallagher
Original Assignee
Eastman Kodak Co
Andrew Charles Gallagher
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 Co, Andrew Charles Gallagher filed Critical Eastman Kodak Co
Priority to EP07754753A priority Critical patent/EP2005366A2/en
Priority to JP2009504261A priority patent/JP5123288B2/en
Publication of WO2007117448A2 publication Critical patent/WO2007117448A2/en
Publication of WO2007117448A3 publication Critical patent/WO2007117448A3/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763—Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • 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
    • G06V10/762—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; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/30—Scenes; Scene-specific elements in albums, collections or shared content, e.g. social network photos or video
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/179—Human faces, e.g. facial parts, sketches or expressions metadata assisted face recognition

Abstract

A method of establishing a connection between two image collections, the method includes providing a first image collection from a first user; providing a second image collection from a different second user; analyzing the first and second image collections to produce a similarity score between the first and second image collections; and establishing a link for sharing images or collection data between the first and second users based on the similarity score.
PCT/US2007/008284 2006-04-07 2007-04-02 Forming connections between image collections WO2007117448A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
EP07754753A EP2005366A2 (en) 2006-04-07 2007-04-02 Forming connections between image collections
JP2009504261A JP5123288B2 (en) 2006-04-07 2007-04-02 Form connections between image collections

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US11/399,936 2006-04-07
US11/399,936 US7668405B2 (en) 2006-04-07 2006-04-07 Forming connections between image collections

Publications (2)

Publication Number Publication Date
WO2007117448A2 WO2007117448A2 (en) 2007-10-18
WO2007117448A3 true WO2007117448A3 (en) 2008-10-02

Family

ID=38477150

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/008284 WO2007117448A2 (en) 2006-04-07 2007-04-02 Forming connections between image collections

Country Status (4)

Country Link
US (1) US7668405B2 (en)
EP (1) EP2005366A2 (en)
JP (1) JP5123288B2 (en)
WO (1) WO2007117448A2 (en)

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