FACE RECOGNITION
FBI Next Generation Identification
(NGI) a.k.a. Big Brother

Muhammad Syakir bin Mohd Haris
012009110410
...
WHAT IS FACE RECOGNITION

• A facial recognition system is a computer application for
automatically identifying or verifyi...
SLIDE OVERVIEW
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Importance of facial recognition article
FBI’s Big Brother facial recognit...
Importance of facial
recognition technology
FBI’s Big Brother facial recognition

• Fingerprints are so 20th century.
• The FBI is spending $1 billion to put
together...
VITAL POINTS OF FACIAL RECOGNITION
FACIAL RECOGNITION vs.
FACIAL IDENTIFICATION
Next Generation Identification (NGI)
Next Generation Identification System overview

• The program, called Next Generation Identification, is
basically a more ...
CHICAGO POLICE CAMERA
Next Generation Identification System advantages

• “The NGI system will expand fingerprint processing capacity
and will n...
FACE RECOGNITION AND IDENTIFICATION
California city of Long Beach police
surveillance system
Lighting effects to face recognition
Lighting effects problem method of solutions
(extreme lighting)
Lighting effects problem method of solutions
(intermediate lighting)
Many face reaction of human
Many face reaction of human
problem solving
How computer system read human face
Face recognition technology demonstration
Meanwhile in Japan,
National Research Institute of Police Science (IPS)

Look like they are competing with FBI’s Big Broth...
REFERENCES
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http://en.wikipedia.org/wiki/Facial_recognition_system
http://www.businessinsider.com/th...
Face recognition  : fbi next generation identification (ngi) - Intelligence System Presentation
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Intelligent Face Recognition System

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Face recognition : fbi next generation identification (ngi) - Intelligence System Presentation

  1. 1. FACE RECOGNITION FBI Next Generation Identification (NGI) a.k.a. Big Brother Muhammad Syakir bin Mohd Haris 012009110410 Bachelor in Computer Forensic
  2. 2. WHAT IS FACE RECOGNITION • A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source. • One of the ways to do this is by comparing selected facial features from the image and a facial database. • It is typically used in security systems and can be compared to other biometrics such as fingerprint or eye iris recognition systems.
  3. 3. SLIDE OVERVIEW • • • • • • • • • • • • • • • • Importance of facial recognition article FBI’s Big Brother facial recognition Face : Forensic Discipline vs Biometric Next Generation Identification (NGI) Vital Points of Facial Recognition Chicago Police Camera Next Generation Identification system advantages Face Recognition and IdentificationCalifornia city of Long Beach police surveillance system Lighting effects to face recognition Lighting effects problem method of solutions (extreme lighting) Lighting effects problem method of solutions (intermediate lighting) Many face reaction of human Many face reaction of human problem solving How computer system read human face
  4. 4. Importance of facial recognition technology
  5. 5. FBI’s Big Brother facial recognition • Fingerprints are so 20th century. • The FBI is spending $1 billion to put together a facial recognition database that will let it spot suspects using footage from public security cameras. • Current FBI Big Brother system especially its facial recognition system had a 92 percentage of accuracy.
  6. 6. VITAL POINTS OF FACIAL RECOGNITION
  7. 7. FACIAL RECOGNITION vs. FACIAL IDENTIFICATION
  8. 8. Next Generation Identification (NGI)
  9. 9. Next Generation Identification System overview • The program, called Next Generation Identification, is basically a more comprehensive version of the FBI's fingerprinting database, which worked about the same way in 1999 as it did when the FBI began collecting prints, in 1924. • To build the new database, police will start collecting more identifying information, from iris scans to DNA analysis to voice identification, so that in the future, federal agents will be able to use public cameras to pick out suspects and persons of interest from a crowd.
  10. 10. CHICAGO POLICE CAMERA
  11. 11. Next Generation Identification System advantages • “The NGI system will expand fingerprint processing capacity and will now also include palm prints, iris and facial recognition capabilities.” • “Additionally, the system requires a significant degree of technical flexibility in order to accommodate other biometric modalities that may mature and become important to law enforcement efforts in the future,” a Lockheed Martin press release states.
  12. 12. FACE RECOGNITION AND IDENTIFICATION
  13. 13. California city of Long Beach police surveillance system
  14. 14. Lighting effects to face recognition
  15. 15. Lighting effects problem method of solutions (extreme lighting)
  16. 16. Lighting effects problem method of solutions (intermediate lighting)
  17. 17. Many face reaction of human
  18. 18. Many face reaction of human problem solving
  19. 19. How computer system read human face
  20. 20. Face recognition technology demonstration
  21. 21. Meanwhile in Japan, National Research Institute of Police Science (IPS) Look like they are competing with FBI’s Big Brother Next Generation Identification (NGI) system.. How about Malaysia ??
  22. 22. REFERENCES • • • • • • • • • • • http://en.wikipedia.org/wiki/Facial_recognition_system http://www.businessinsider.com/the-fbis-nationwide-facial-recognition-system-2012-9 https://www.eff.org/document/fbi-facial-recognition-initiatives-presentation-2010-biometricsconference http://www.youtube.com/user/FBIDOTGOV http://www.dailytech.com/FBIs+1B+USD+Facial+Recognition+Project+Enjoys+Strong+Bipartisan+S upport/article27631.htm http://www.theblaze.com/stories/big-brother-fbis-1b-next-generation-identification-program-will-trackpeople-using-facial-recognition/ http://thefederalist-gary.blogspot.com/2012/08/big-brother-spy-cameras-are-everywhere.html www.cs.columbia.edu/~belhumeur/journal/fisherface-pami97.pdf http://www.humanevents.com/2012/09/11/63293/ www.fbi.gov http://www.npa.go.jp

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