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 …

Image-quality-based adaptive face recognition

H Sellahewa, SA Jassim - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The accuracy of automated face recognition systems is greatly affected by intraclass
variations between enrollment and identification stages. In particular, changes in lighting …

View transformation model incorporating quality measures for cross-view gait recognition

D Muramatsu, Y Makihara… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Cross-view gait recognition authenticates a person using a pair of gait image sequences
with different observation views. View difference causes degradation of gait recognition …

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 …

Quality-based score normalization with device qualitative information for multimodal biometric fusion

N Poh, J Kittler, T Bourlai - IEEE Transactions on Systems, Man …, 2010 - ieeexplore.ieee.org
As biometric technology is rolled out on a larger scale, it will be a common scenario (known
as cross-device matching) to have a template acquired by one biometric device used by …

[PDF][PDF] Reliability-based decision fusion in multimodal biometric verification systems

K Kryszczuk, J Richiardi, P Prodanov… - EURASIP Journal on …, 2007 - Springer
We present a methodology of reliability estimation in the multimodal biometric verification
scenario. Reliability estimation has shown to be an efficient and accurate way of predicting …

Quality dependent fusion of intramodal and multimodal biometric experts

J Kittler, N Poh, O Fatukasi, K Messer… - Biometric …, 2007 - spiedigitallibrary.org
We address the problem of score level fusion of intramodal and multimodal experts in the
context of biometric identity verification. We investigate the merits of confidence based …

Improving biometric device interoperability by likelihood ratio-based quality dependent score normalization

N Poh, J Kittler, T Bourlai - 2007 First IEEE International …, 2007 - ieeexplore.ieee.org
As biometric technology is being deployed, it will be a common situation to have a template
acquired by one biometric device to be used by another during testing. In our problem …

On combination of face authentication experts by a mixture of quality dependent fusion classifiers

N Poh, G Heusch, J Kittler - International Workshop on Multiple Classifier …, 2007 - Springer
Face as a biometric is known to be sensitive to different factors, eg, illumination condition
and pose. The resultant degradation in face image quality affects the system performance …

Quality controlled multimodal fusion of biometric experts

O Fatukasi, J Kittler, N Poh - … in Pattern Recognition, Image Analysis and …, 2007 - Springer
The quality of biometric samples used by multimodal biometric experts to produce matching
scores has a significant impact on their fusion. We address the problem of quality controlled …