3.1. face recognition
TRANSCRIPT
/whoami
Alexandr Notchenko
Neuroscience grad student at ITTPDegree in Technical counter-intelligenceInterests: Artificial Intelligence, Neuroscience
Work at . . .
Face detectionHaar cascade visualisation
(Face tracking)Real-time Grid reconstruction
Face recognition:Thousands of them.
Some events:
1960s at Panoramic Research, Inc.(semi-automatic)
Facebook – photo face tagging (Started 2011, May 2012 – aquire Face.com (100mil),Febuary 2013 – turning of in Europe)
Google – 2009 added FR to Picasa, search for faces
OptimEyes – more than 6k screens (UK, Germany, Poland, Switzerland, UAE, Oman, Kenya, Angola and South Africa.)
March 2012, “Hitachi Kokusai Electric” – 36mil
August 2011 - London Riots Facial Recognition (10k)
FBI's NGI - In a July 18, 2012 “on scope, on schedule, on cost and 60 percent deployed.” (by Lockheed Martin, for $1 billion ) (ready 2014 , with Iris, face, DNA, Fingerprint, Voice recognition)
April 2013 – Boston bombing fail
lScale:
lFace Recognition Vendor Test l(FRVT) 2006
lIris Challenge Evaluation (ICE) 2006
lSponsored by the National Institute of lStandards and Technology (NIST)
l2006, 100x better than 1995
Types of Attack:
• Photo-Attack (only 2D systems) Intruder displays photograph of correct face (Solved by Replay)ON THE VULNERABILITY OF FACE RECOGNITION SYSTEMS TO SPOOFING MASK ATTACKS(Neslihan Kose, Jean-Luc Dugelay)
• Spoofing mask attack (2D – 3D systems)Intruder creates a 3D mask with face featuresof victim.