[HTML][HTML] The design and evaluation of adaptive biometric authentication systems: Current status, challenges and future direction

R Ryu, S Yeom, D Herbert, J Dermoudy - ICT Express, 2023 - Elsevier
Biometric authentication systems may suffer from decreasing recognition performance due
to varying environmental conditions and sample ageing, which cause intra-class variability …

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 …

Partially-supervised learning from facial trajectories for face recognition in video surveillance

M De-la-Torre, E Granger, PVW Radtke, R Sabourin… - Information fusion, 2015 - Elsevier
Face recognition (FR) is employed in several video surveillance applications to determine if
facial regions captured over a network of cameras correspond to a target individuals. To …

Template update methods in adaptive biometric systems: A critical review

A Rattani, B Freni, GL Marcialis, F Roli - International Conference on …, 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 …

Improving cross-resolution face matching using ensemble-based co-transfer learning

HS Bhatt, R Singh, M Vatsa… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Face recognition algorithms are generally trained for matching high-resolution images and
they perform well for similar resolution test data. However, the performance of such systems …

ECG-based biometrics using a deep autoencoder for feature learning-an empirical study on transferability

A Eduardo, H Aidos, A Fred - International conference on pattern …, 2017 - scitepress.org
Biometric identification is the task of recognizing an individual using biological or behavioral
traits and, recently, electrocardiogram has emerged as a prominent trait. In addition, deep …

A novel classification-selection approach for the self updating of template-based face recognition systems

G Orrù, GL Marcialis, F Roli - Pattern Recognition, 2020 - Elsevier
The boosting on the need of security notably increased the amount of possible facial
recognition applications, especially due to the success of the Internet of Things (IoT) …

Adaptive ensembles for face recognition in changing video surveillance environments

C Pagano, E Granger, R Sabourin, GL Marcialis… - Information …, 2014 - Elsevier
Recognizing faces corresponding to target individuals remains a challenging problem in
video surveillance. Face recognition (FR) systems are exposed to videos captured under …

Fast computation of the performance evaluation of biometric systems: Application to multibiometrics

R Giot, M El-Abed, C Rosenberger - Future Generation Computer Systems, 2013 - Elsevier
The performance evaluation of biometric systems is a crucial step when designing and
evaluating such systems. The evaluation process uses the Equal Error Rate (EER) metric …

Low cost and usable multimodal biometric system based on keystroke dynamics and 2d face recognition

R Giot, B Hemery… - 2010 20th International …, 2010 - ieeexplore.ieee.org
We propose in this paper a low cost multimodal biometric system combining keystroke
dynamics and 2D face recognition. The objective of the proposed system is to be used while …