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Face Recognition Technology Presentation Transcript:
1.Face Recognition
2.Introduction to Biometrics
The average adult working in a large business has 12 passwords to remember, and spends nearly a week in every year logging into systems.
The average cost to a large company for every password lost is $16.
3.Biometric Systems I
Fingerprint Recognition
Speech Recognition
4.Biometric Systems II
5.Biometric Systems III
Face Recognition
Multiple Biometrics
6.History of Facial Recognition
7.History: Current Times I
September 24, 1999: OLETC ? ILEFIS
- 64 facial features
- 256 unique shapes / feature
- quicker processing, look-up time
January 2001: Privacy Debate
- Super Bowl
- Tampa Entertainment District
September 11, 2001: Impact on Market
- Visionics
8.History: Current Times II
“ The mood in this country has changed dramatically in just seven days. Until last week we were trying to expand people’s privacy against incursions from the government. Now we might have to fight for what we already have.”
State Senator Ken Gordon, D-Denver, Chairman of the
Senate Judicial Committee
September 21, 2001: Looking Ahead
- Colorado DMV: July 2001
- Neighborhoods (ie, Tampa)
9.Facial Recognition Market Outlook
Physical Access Control
- 5 years
- casinos, immigrants at border crossings
Computer User Access Control
10.Advantages Over Competing Systems
Voluntary Action vs Passive Usage
Data Acquisition
- 5% cannot provide good fingerprint
- environmental interference
Cost
- Iris Detection (movement)
11.Theory Behind Facial Recognition I
12.Theory Behind Facial Recognition II
13.Current Commercial Products
14.Eye Identification Using Neural Networks
15.Infrared Images and Eigenfaces I
Training and Test set of images
Eigenface
Face Recognition Technology Presentation Transcript:
1.Face Recognition
2.Introduction to Biometrics
The average adult working in a large business has 12 passwords to remember, and spends nearly a week in every year logging into systems.
The average cost to a large company for every password lost is $16.
3.Biometric Systems I
Fingerprint Recognition
Speech Recognition
4.Biometric Systems II
5.Biometric Systems III
Face Recognition
Multiple Biometrics
6.History of Facial Recognition
7.History: Current Times I
September 24, 1999: OLETC ? ILEFIS
- 64 facial features
- 256 unique shapes / feature
- quicker processing, look-up time
January 2001: Privacy Debate
- Super Bowl
- Tampa Entertainment District
September 11, 2001: Impact on Market
- Visionics
8.History: Current Times II
“ The mood in this country has changed dramatically in just seven days. Until last week we were trying to expand people’s privacy against incursions from the government. Now we might have to fight for what we already have.”
State Senator Ken Gordon, D-Denver, Chairman of the
Senate Judicial Committee
September 21, 2001: Looking Ahead
- Colorado DMV: July 2001
- Neighborhoods (ie, Tampa)
9.Facial Recognition Market Outlook
Physical Access Control
- 5 years
- casinos, immigrants at border crossings
Computer User Access Control
10.Advantages Over Competing Systems
Voluntary Action vs Passive Usage
Data Acquisition
- 5% cannot provide good fingerprint
- environmental interference
Cost
- Iris Detection (movement)
11.Theory Behind Facial Recognition I
12.Theory Behind Facial Recognition II
13.Current Commercial Products
14.Eye Identification Using Neural Networks
15.Infrared Images and Eigenfaces I
Training and Test set of images
Eigenface
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