Algorithms for clustering data
Algorithms for clustering data
On-Line Fingerprint Verification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Online Fingerprint Template Improvement
IEEE Transactions on Pattern Analysis and Machine Intelligence
Template Adaptation based Fingerprint Verification
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Semi-supervised PCA-Based face recognition using self-training
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Template Update Methods in Adaptive Biometric Systems: A Critical Review
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Fingerprint identification based on semi-supervised FSS
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
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Semi-supervised fingerprint template update is a relatively novel topic in which the problem of template representativeness with respect to unknown data has been pointed out. Current approaches to template update are based on insertion of a novel template into the gallery, and/or fusion of the template with an existing one. The automatic replacement of an existing template by a novel one is another possibility which has not yet been investigated. This paper is a first attempt to study the feasibility of using some template replacement algorithms in fingerprint verification systems. Replacement is performed online, which can be considered as a sort of "worst case" for this approach. Preliminary experiments are carried out on the four data sets of FVC2002 event.