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Understanding Bias in Biometrics

Prof. Michael King
Florida Institute of Technology, USA

Face recognition continues to grow in popularity as a key enabler of biometric authentication. This technology is becoming an integral part of everyday lives as it is used to access smartphones and even board aircraft-with frictionless travel in mind. While independent tests confirm impressive gains in the overall accuracy of the technology, concerns remain as it relates to the measured disparity in performance relative to various demographic groups and the sources of large data repositories needed for development. Further, there have been calls to completely ban the technology due to concerns over how it is used by the federal government, law enforcement, and even private/commercial entities. This talk will discuss salient aspects of face recognition technology development and the unforeseen consequences of its use (e.g., wrongful arrests and denial of services).

 

PARTNERS AND SPONSORS

 

IAPR
Technical Committee on Biometrics (TC4)

 

IEEE

 

Eurasip
European Association for Signal Processing

 

CVPL

OT-MORPHO is now IDEMIA

EAB European Association for Biometrics

 

Biosecure

 

University of Sassari

 

Athena