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 …

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 …

Aging in biometrics: An experimental analysis on on-line signature

J Galbally, M Martinez-Diaz, J Fierrez - PloS one, 2013 - journals.plos.org
The first consistent and reproducible evaluation of the effect of aging on dynamic signature
is reported. Experiments are carried out on a database generated from two previous …

A novel serial multimodal biometrics framework based on semisupervised learning techniques

Q Zhang, Y Yin, DC Zhan, J Peng - IEEE transactions on …, 2014 - ieeexplore.ieee.org
We propose in this paper a novel framework for serial multimodal biometric systems based
on semisupervised learning techniques. The proposed framework addresses the inherent …

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 …

Incremental template updating for face recognition in home environments

A Franco, D Maio, D Maltoni - Pattern Recognition, 2010 - Elsevier
The extreme variability of faces in smart environment applications, due to continuous
changes in terms of pose, illumination and subject appearance (hairstyle, make-up, etc.) …

A framework for liveness detection for direct attacks in the visible spectrum for multimodal ocular biometrics

A Das, U Pal, MA Ferrer, M Blumenstein - Pattern Recognition Letters, 2016 - Elsevier
In this research a new framework for software-based liveness detection for direct attacks in
multimodal ocular biometrics across the visible spectrum is proposed. The framework aims …

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 …

Biometric template update under facial aging

Z Akhtar, A Ahmed, CE Erdem… - 2014 IEEE Symposium …, 2014 - ieeexplore.ieee.org
Being biological tissues in nature, all biometric traits undergo aging. Aging has profound
effects on facial biometrics as it causes change in shape and texture. However aging remain …

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 …