WO2008023280A3 - Advances in extending the aam techniques from grayscale to color images - Google Patents

Advances in extending the aam techniques from grayscale to color images Download PDF

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Publication number
WO2008023280A3
WO2008023280A3 PCT/IB2007/003724 IB2007003724W WO2008023280A3 WO 2008023280 A3 WO2008023280 A3 WO 2008023280A3 IB 2007003724 W IB2007003724 W IB 2007003724W WO 2008023280 A3 WO2008023280 A3 WO 2008023280A3
Authority
WO
WIPO (PCT)
Prior art keywords
grayscale
advances
extending
color images
aam
Prior art date
Application number
PCT/IB2007/003724
Other languages
French (fr)
Other versions
WO2008023280A2 (en
Inventor
Mircea Ionita
Peter Corcoran
Original Assignee
Fotonation Vision Ltd
Mircea Ionita
Peter Corcoran
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 Fotonation Vision Ltd, Mircea Ionita, Peter Corcoran filed Critical Fotonation Vision Ltd
Priority to AT07825764T priority Critical patent/ATE497218T1/en
Priority to DE602007012246T priority patent/DE602007012246D1/en
Priority to EP07825764A priority patent/EP2033142B1/en
Publication of WO2008023280A2 publication Critical patent/WO2008023280A2/en
Publication of WO2008023280A3 publication Critical patent/WO2008023280A3/en

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Classifications

    • 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
    • G06V40/161—Detection; Localisation; Normalisation
    • G06V40/162—Detection; Localisation; Normalisation using pixel segmentation or colour matching
    • 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/755—Deformable models or variational models, e.g. snakes or active contours
    • G06V10/7557—Deformable models or variational models, e.g. snakes or active contours based on appearance, e.g. active appearance models [AAM]

Abstract

A face detection and/or detection method includes acquiring a digital color image. An active appearance model (AAM) is applied including an interchannel-decorrelated color space. One or more parameters of the model are matched to the image. Face detection results based on the matching and/or different results incorporating the face detection result are communicated.
PCT/IB2007/003724 2006-06-12 2007-06-12 Advances in extending the aam techniques from grayscale to color images WO2008023280A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
AT07825764T ATE497218T1 (en) 2006-06-12 2007-06-12 ADVANCES IN EXPANSING AAM TECHNIQUES FROM GRAYSCALE TO COLOR IMAGES
DE602007012246T DE602007012246D1 (en) 2006-06-12 2007-06-12 PROGRESS IN EXTENDING THE AAM TECHNIQUES FROM GRAY CALENDAR TO COLOR PICTURES
EP07825764A EP2033142B1 (en) 2006-06-12 2007-06-12 Advances in extending the aam techniques from grayscale to color images

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US80454606P 2006-06-12 2006-06-12
US60/804,546 2006-06-12

Publications (2)

Publication Number Publication Date
WO2008023280A2 WO2008023280A2 (en) 2008-02-28
WO2008023280A3 true WO2008023280A3 (en) 2008-11-20

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IB2007/003724 WO2008023280A2 (en) 2006-06-12 2007-06-12 Advances in extending the aam techniques from grayscale to color images

Country Status (5)

Country Link
US (1) US7965875B2 (en)
EP (1) EP2033142B1 (en)
AT (1) ATE497218T1 (en)
DE (1) DE602007012246D1 (en)
WO (1) WO2008023280A2 (en)

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