A comprehensive overview of biometric fusion

M Singh, R Singh, A Ross - Information Fusion, 2019 - Elsevier
The performance of a biometric system that relies on a single biometric modality (eg,
fingerprints only) is often stymied by various factors such as poor data quality or limited …

Fusion in multibiometric identification systems: What about the missing data?

K Nandakumar, AK Jain, A Ross - … , ICB 2009, Alghero, Italy, June 2-5 …, 2009 - Springer
Many large-scale biometric systems operate in the identification mode and include
multimodal information. While biometric fusion is a well-studied problem, most of the fusion …

Overview of the combination of biometric matchers

A Lumini, L Nanni - Information Fusion, 2017 - Elsevier
Biometric identity verification refers to technologies used to measure human physical or
behavioral characteristics, which offer a radical alternative to passports, ID cards, driving …

Data fusion in biometrics

M Faundez-Zanuy - IEEE Aerospace and Electronic Systems …, 2005 - ieeexplore.ieee.org
Any biometric system has drawbacks and cannot warranty 100% identification rates, nor 0%
false acceptance and rejection ratios. One way to overcome the limitations is through a …

The fall of one, the rise of many: a survey on multi-biometric fusion methods

LM Dinca, GP Hancke - IEEE Access, 2017 - ieeexplore.ieee.org
Increasing operational and security demands changed biometrics by shifting the focus from
single to multi-biometrics. Multi-biometrics are mandatory in the current context of large …

Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms

N Poh, T Bourlai, J Kittler, L Allano… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Automatically verifying the identity of a person by means of biometrics (eg, face and
fingerprint) is an important application in our day-to-day activities such as accessing banking …

Multimodal biometric person authentication: A review

SK Sahoo, T Choubisa, SRM Prasanna - IETE Technical Review, 2012 - Taylor & Francis
This paper provides a review of multimodal biometric person authentication systems. The
paper begins with an introduction to biometrics, its advantages, disadvantages, and …

A unified framework for biometric expert fusion incorporating quality measures

N Poh, J Kittler - IEEE transactions on pattern analysis and …, 2011 - ieeexplore.ieee.org
This paper proposes a unified framework for quality-based fusion of multimodal biometrics.
Quality-dependent fusion algorithms aim to dynamically combine several classifier …

Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication

N Poh, S Bengio - Pattern Recognition, 2006 - Elsevier
Fusing the scores of several biometric systems is a very promising approach to improve the
overall system's accuracy. Despite many works in the literature, it is surprising that there is …

Information fusion in biometrics

A Ross, A Jain - Pattern recognition letters, 2003 - Elsevier
User verification systems that use a single biometric indicator often have to contend with
noisy sensor data, restricted degrees of freedom, non-universality of the biometric trait and …