Template update methods in adaptive biometric systems: A critical review

A Rattani, B Freni, GL Marcialis, F Roli - … , ICB 2009, Alghero, Italy, June 2 …, 2009 - Springer
Template representativeness is a fundamental problem in a biometric recognition system.
The performance of the system degrades if the enrolled templates are un-representative of …

Biometric system adaptation by self-update and graph-based techniques

A Rattani, GL Marcialis, F Roli - Journal of Visual Languages & Computing, 2013 - Elsevier
Self-update is the most commonly adopted biometric template update technique in which the
system adapts itself to the confidently classified samples. However, the recent works indicate …

Analysis of unsupervised template update in biometric recognition systems

L Didaci, GL Marcialis, F Roli - Pattern Recognition Letters, 2014 - Elsevier
Performance of mono-and multi-modal biometric systems depends on the
representativeness of enrolled templates. Unfortunately, error rate values estimated during …

Critical analysis of adaptive biometric systems

N Poh, A Rattani, F Roli - IET biometrics, 2012 - IET
Biometric-based person recognition poses a challenging problem because of large
variability in biometric sample quality encountered during testing and a restricted number of …

Adaptive biometric systems: Review and perspectives

PH Pisani, A Mhenni, R Giot, E Cherrier, N Poh… - ACM Computing …, 2019 - dl.acm.org
With the widespread of computing and mobile devices, authentication using biometrics has
received greater attention. Although biometric systems usually provide good solutions, the …

Biometric template update using the graph mincut algorithm: A case study in face verification

A Rattani, GL Marcialis, F Roli - 2008 Biometrics Symposium, 2008 - ieeexplore.ieee.org
A biometric system provides poor performances when the input data exhibit intra-class
variations which are not well represented by the enrolled template set. This problem has …

[PDF][PDF] Automatic template update strategies for biometrics

T Scheidat, A Makrushin… - Otto-von-Guericke …, 2007 - omen.cs.uni-magdeburg.de
Some disadvantages of biometric systems are caused by intra-class variability that
describes the fuzziness of biometric data given from a single person for one biometric …

Template co-update in multimodal biometric systems

F Roli, L Didaci, GL Marcialis - … , ICB 2007, Seoul, Korea, August 27-29 …, 2007 - Springer
Performances of biometric recognition systems can degrade quickly when the input
biometric traits exhibit substantial variations compared to the templates collected during the …

Hybrid template update system for unimodal biometric systems

R Giot, C Rosenberger, B Dorizzi - 2012 IEEE Fifth International …, 2012 - ieeexplore.ieee.org
Semi-supervised template update systems allow to automatically take into account the intra-
class variability of the biometric data over time. Such systems can be inefficient by including …

Self adaptive systems: An experimental analysis of the performance over time

A Rattani, GL Marcialis, F Roli - 2011 IEEE Workshop on …, 2011 - ieeexplore.ieee.org
Self adaptive systems: An experimental analysis of the performance over time Page 1 Self
Adaptive Systems: An Experimental Analysis of the Performance Over Time Ajita Rattani, Gian …