Title
Biometric binary string generation with detection rate optimized bit allocation
Abstract
Extracting binary strings from real-valued templates has been a fundamental issue in many biometric template protection systems. In this paper, we present an optimal bit allocation method (OBA). By means of it, a binary string at a pre-defined length with maximized overall detection rate is generated. Experiments with the binary strings and a Hamming distance classifier on FRGC and FERET databases show promising performance in terms of FAR and FRR.
Year
DOI
Venue
2008
10.1109/CVPRW.2008.4563112
CVPR Workshops
Keywords
Field
DocType
optimal bit allocation method,real-valued templates,feret databases,detection rate optimized bit allocation,far,biometric template protection systems,frr,hamming distance classifier,biometrics (access control),biometric binary string generation,hamming codes,frgc,maximized overall detection rate,quantization,concatenated codes,feature extraction,binary codes,probability density function,biometrics,dynamic programming,fuzzy systems,hamming distance
Hamming code,Dynamic programming,Pattern recognition,Computer science,Feature extraction,Hamming distance,Artificial intelligence,Biometrics,Template,Quantization (signal processing),Classifier (linguistics)
Conference
Volume
Issue
ISSN
2008
1
2160-7508 E-ISBN : 978-1-4244-2340-8
ISBN
Citations 
PageRank 
978-1-4244-2340-8
15
1.04
References 
Authors
9
4
Name
Order
Citations
PageRank
Chun Chen1412.31
R. N. J. Veldhuis2887.52
Kevenaar, T.A.M.3673.05
Anton H. M. Akkermans417010.79