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Biometrics for the Aging Face
Face Aging Group www.faceaginggroup.com
CSC 100
Lenovo FR Commercial
Biometrics in the War on Terror
Fri, 25 January 2008
All great endeavors start with a single question.
How does the aging face affect face recognition technology?
One question becomes many
How does the aging face affect face recognition technology?
What changes occur in the aging face? Does the skull change with age? Why does skin wrinkle? How does weight change affect the face? When do changes occur? How does all of this impact face recognition
systems?
How do we answer the questions? Form an multidisciplinary team of experts
Computer
Science
Anthropology
Aging Face
Research
Mathematics
Eric Patterson Ph.D.
Midori Albert Ph.D.Edward Boone Ph.D.Virginia Commonwealth Univ.
Karl Ricanek, Jr. Ph.D.
How do we answer the questions? Find monies to support the research $$
Who will fund this research? Military, Homeland Defense, Intelligence Agencies
Who is funding this project? National Security Agency and Central Intelligence
Agency
What is face recognition? An automated technique for person
identification based on the appearance and configuration of the face.
Where is it used? Passport verification for all persons entering
the US. Locating known terrorists in high value public
areas. North Carolina driver’s license has capability.
Thurs, 25 October 2007
Does the aging face affect face recognition technology?
Thurs, 25 October 2007
Male: 18 to 42 Female: 32 to 44
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 2 4 6 8 10 12 14 16
Age Progression
Est
imat
ed P
rob
abili
ty o
f R
eco
gn
itio
n
LDA Rank 1
MAP Rank 1
ML Rank 1
PCA Rank 1
The aging face Skin Skull Ethnic variations Gender variations Environment
Thurs, 25 October 2007
Thurs, 25 October 2007
Digitally aging the face Demonstration of aging system developed by
the Face Aging Group at UNCW.
Student learning through research The Face Aging Group is committed to
creating the next generation of scholars. Prior students
Robert Harrison CSC, Dean Berman CSC, Eric Putnam CSC, Chris Tice CSC, Jaewong Kim CSC, Melissa Tropay ANT, Jeff Kane ANT, and Pilar Waling BIO
Current students Bill Shipman MS CSIS, Seiken Higashionna MS
CSIS, Jessica Clifton ANT, Morgan Pereira ANT, Jessica Pittard ANT, and Adrianne Wells ANT
Thurs, 25 October 2007
Coming attractions Face Recognition on your cell phone My Space and FaceBook using FR for
automatic image tagging Retail
Thurs, 25 October 2007