WO2004053791A3 - Methods and apparatus to count people appearing in an image - Google Patents

Methods and apparatus to count people appearing in an image Download PDF

Info

Publication number
WO2004053791A3
WO2004053791A3 PCT/US2002/039619 US0239619W WO2004053791A3 WO 2004053791 A3 WO2004053791 A3 WO 2004053791A3 US 0239619 W US0239619 W US 0239619W WO 2004053791 A3 WO2004053791 A3 WO 2004053791A3
Authority
WO
WIPO (PCT)
Prior art keywords
image
methods
appearing
count
people appearing
Prior art date
Application number
PCT/US2002/039619
Other languages
French (fr)
Other versions
WO2004053791A2 (en
Inventor
Arun Ramaswamy
Daniel J Nelson
Venugopal Srinivasan
Original Assignee
Nielsen Media Res Inc
Arun Ramaswamy
Daniel J Nelson
Venugopal Srinivasan
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 Nielsen Media Res Inc, Arun Ramaswamy, Daniel J Nelson, Venugopal Srinivasan filed Critical Nielsen Media Res Inc
Priority to CA002509511A priority Critical patent/CA2509511A1/en
Priority to PCT/US2002/039619 priority patent/WO2004053791A2/en
Priority to EP02795822A priority patent/EP1576538A2/en
Priority to US10/538,483 priority patent/US7203338B2/en
Priority to AU2002360558A priority patent/AU2002360558A1/en
Publication of WO2004053791A2 publication Critical patent/WO2004053791A2/en
Priority to US11/548,578 priority patent/US7466844B2/en
Publication of WO2004053791A3 publication Critical patent/WO2004053791A3/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/254Analysis of motion involving subtraction of images
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/255Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04HBROADCAST COMMUNICATION
    • H04H60/00Arrangements for broadcast applications with a direct linking to broadcast information or broadcast space-time; Broadcast-related systems
    • H04H60/35Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users
    • H04H60/45Arrangements for identifying or recognising characteristics with a direct linkage to broadcast information or to broadcast space-time, e.g. for identifying broadcast stations or for identifying users for identifying users

Abstract

Methods and apparatus to count people appearing in an image (12) are disclosed. One disclosed method reduces objects appearing in a series of images to one or more blobs; for each individual image in a set of the images of the series of images, represents the one or more blobs (190); in the individual image by one or more symbols in a histogram (278); and analyzes the symbols appearing in the histogram to count the people in the image.
PCT/US2002/039619 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image WO2004053791A2 (en)

Priority Applications (6)

Application Number Priority Date Filing Date Title
CA002509511A CA2509511A1 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image
PCT/US2002/039619 WO2004053791A2 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image
EP02795822A EP1576538A2 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image
US10/538,483 US7203338B2 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image
AU2002360558A AU2002360558A1 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image
US11/548,578 US7466844B2 (en) 2002-12-11 2006-10-11 Methods and apparatus to count people appearing in an image

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2002/039619 WO2004053791A2 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image

Related Child Applications (2)

Application Number Title Priority Date Filing Date
US10538483 A-371-Of-International 2002-12-11
US11/548,578 Continuation US7466844B2 (en) 2002-12-11 2006-10-11 Methods and apparatus to count people appearing in an image

Publications (2)

Publication Number Publication Date
WO2004053791A2 WO2004053791A2 (en) 2004-06-24
WO2004053791A3 true WO2004053791A3 (en) 2009-07-16

Family

ID=32505176

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2002/039619 WO2004053791A2 (en) 2002-12-11 2002-12-11 Methods and apparatus to count people appearing in an image

Country Status (4)

Country Link
EP (1) EP1576538A2 (en)
AU (1) AU2002360558A1 (en)
CA (1) CA2509511A1 (en)
WO (1) WO2004053791A2 (en)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7609853B2 (en) 2002-12-11 2009-10-27 The Nielsen Company (Us), Llc Detecting a composition of an audience
GB2431717A (en) * 2005-10-31 2007-05-02 Sony Uk Ltd Scene analysis
US8411963B2 (en) 2008-08-08 2013-04-02 The Nielsen Company (U.S.), Llc Methods and apparatus to count persons in a monitored environment
US8677385B2 (en) 2010-09-21 2014-03-18 The Nielsen Company (Us), Llc Methods, apparatus, and systems to collect audience measurement data
US10402661B2 (en) 2013-07-22 2019-09-03 Opengate Development, Llc Shape/object recognition using still/scan/moving image optical digital media processing
US11711638B2 (en) 2020-06-29 2023-07-25 The Nielsen Company (Us), Llc Audience monitoring systems and related methods
US11860704B2 (en) 2021-08-16 2024-01-02 The Nielsen Company (Us), Llc Methods and apparatus to determine user presence
US11758223B2 (en) 2021-12-23 2023-09-12 The Nielsen Company (Us), Llc Apparatus, systems, and methods for user presence detection for audience monitoring

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5097328A (en) * 1990-10-16 1992-03-17 Boyette Robert B Apparatus and a method for sensing events from a remote location
US5550928A (en) * 1992-12-15 1996-08-27 A.C. Nielsen Company Audience measurement system and method

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5097328A (en) * 1990-10-16 1992-03-17 Boyette Robert B Apparatus and a method for sensing events from a remote location
US5550928A (en) * 1992-12-15 1996-08-27 A.C. Nielsen Company Audience measurement system and method

Also Published As

Publication number Publication date
AU2002360558A1 (en) 2004-06-30
CA2509511A1 (en) 2004-06-24
WO2004053791A2 (en) 2004-06-24
EP1576538A2 (en) 2005-09-21

Similar Documents

Publication Publication Date Title
WO2006086051A3 (en) Method and apparatus for tracking a movable object
WO2002069267A3 (en) Classification of objects through model ensembles
WO2003073359A3 (en) Method and apparatus for recognizing objects
WO2005026907A3 (en) Method and apparatus for computerized image background analysis
WO2004044842A3 (en) Method and apparatus for nonlinear multiple motion model and moving boundary extraction
EP1350467A3 (en) Motion image processing apparatus and method
WO2002099748A3 (en) Method and system for processing images for a check sorter
AU2003300337A1 (en) Video scene background maintenance using change detection and classification
WO2006034256A3 (en) System, method, and apparatus for generating a three-dimensional representation from one or more two-dimensional images
AU2003208008A1 (en) Image processing apparatus, information processing apparatus, and information output method
WO2005012917A3 (en) Method and apparatus for improving physiological performance
WO2004023787A3 (en) Signal intensity range transformation apparatus and method
AU2003218712A1 (en) A method for encoding image pixels, a method for processing images and a method for processing images aimed at qualitative recognition of the object reproduced by one or more image pixels
AU2002236415A1 (en) Method for producing cloud free, and cloud-shadow free, images
WO2003049032A3 (en) Medical viewing system and method for spatially enhancing structures in noisy images
EP1276315A3 (en) A method for processing a digital image to adjust brightness
EP1182582A3 (en) Method for summarizing a video using motion and color descriptiors
AU2003267234A1 (en) Apparatus and method for image recognition
WO2005116910A3 (en) Image comparison
WO2006060496A3 (en) Artifact reduction in a digital video
WO2002061546A3 (en) Methods and apparatus for facilitating the provision of services
EP1429207A3 (en) Belt driving device, driving device, method, and image forming apparatus
EP1286304A3 (en) System and method for extracting a watermark signal in a digital image sequence
IL158953A0 (en) Color signal correction device and method, and image processing system using the same and method thereof
NL1020033A1 (en) Image processing apparatus and method for image-in-image display with frame rate conversion.

Legal Events

Date Code Title Description
AK Designated states

Kind code of ref document: A2

Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ OM PH PL PT RO RU SC SD SE SG SK SL TJ TM TN TR TT TZ UA UG US UZ VC VN YU ZA ZM ZW

AL Designated countries for regional patents

Kind code of ref document: A2

Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE BG CH CY CZ DE DK EE ES FI FR GB GR IE IT LU MC NL PT SE SI SK TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG

DFPE Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed before 20040101)
121 Ep: the epo has been informed by wipo that ep was designated in this application
ENP Entry into the national phase

Ref document number: 2006062429

Country of ref document: US

Kind code of ref document: A1

WWE Wipo information: entry into national phase

Ref document number: 2509511

Country of ref document: CA

Ref document number: 10538483

Country of ref document: US

NENP Non-entry into the national phase

Ref country code: DE

WWE Wipo information: entry into national phase

Ref document number: 2002795822

Country of ref document: EP

WWP Wipo information: published in national office

Ref document number: 2002795822

Country of ref document: EP

WWW Wipo information: withdrawn in national office

Ref document number: 2002795822

Country of ref document: EP

WWP Wipo information: published in national office

Ref document number: 10538483

Country of ref document: US

NENP Non-entry into the national phase

Ref country code: JP

WWW Wipo information: withdrawn in national office

Ref document number: JP