Iris segmentation using fully convolutional encoder–decoder networks

E Jalilian, A Uhl - Deep learning for biometrics, 2017 - Springer
As a considerable breakthrough in artificial intelligence, deep learning has gained great
success in resolving key computer vision challenges. Accurate segmentation of the iris …

Is your biometric system robust to morphing attacks?

M Gomez-Barrero, C Rathgeb… - … on Biometrics and …, 2017 - ieeexplore.ieee.org
The wide deployment of biometric recognition systems has raised several concerns
regarding their security. Among other threats, morphing attacks consist of the infiltration of …

Ranking to learn and learning to rank: On the role of ranking in pattern recognition applications

G Roffo - arXiv preprint arXiv:1706.05933, 2017 - arxiv.org
The last decade has seen a revolution in the theory and application of machine learning and
pattern recognition. Through these advancements, variable ranking has emerged as an …

Efficient yet robust biometric iris matching on smart cards for data high security and privacy

N Nedjah, RS Wyant, LM Mourelle, BB Gupta - Future Generation …, 2017 - Elsevier
Smart control access to any service and/or critical data is at the very basis of any smart
project. Biometrics have been used as a solution for system access control, for many years …

Noisy ocular recognition based on three convolutional neural networks

MB Lee, HG Hong, KR Park - Sensors, 2017 - mdpi.com
In recent years, the iris recognition system has been gaining increasing acceptance for
applications such as access control and smartphone security. When the images of the iris …

Weighted score level fusion of iris and face to identify an individual

A Matin, F Mahmud, T Ahmed… - … conference on electrical …, 2017 - ieeexplore.ieee.org
Biometric authentication has become a popular and required approach to increase
dynamism and security of shared information or place. But single modality fails to fulfill the …

Certain investigation on iris image recognition using hybrid approach of Fourier transform and Bernstein polynomials

M Ramya, V Krishnaveni, KS Sridharan - Pattern Recognition Letters, 2017 - Elsevier
In the era of biometric research the recent developments in real time biometric world, iris
recognition is considered as one of the most important approach used in person …

[PDF][PDF] Towards multi-modal sclera and iris biometric recognition with adaptive liveness detection

A Das - Ph. D. dissertation, 2017 - core.ac.uk
Security breaches due to misidentification of an individual pose one of the greatest threats
and challenges for today's world. The use of biometrics can be quite promising in minimising …

A novel iris weight map method for less constrained iris recognition based on bit stability and discriminability

Y Hu, K Sirlantzis, G Howells - Image and Vision Computing, 2017 - Elsevier
In this paper, we propose and investigate a novel iris weight map method for iris matching
stage to improve less constrained iris recognition. The proposed iris weight map considers …

Iris pattern recognition based on cumulative sums and majority vote methods

S Viriri, J Tapamo - International Journal of Advanced …, 2017 - journals.sagepub.com
Iris recognition is proving to be one of the most reliable biometric authentication systems.
Since biometric authentication systems store multiple templates per user, there is need to …