FYO: A novel multimodal vein database with palmar, dorsal and wrist biometrics

Ö Toygar, FO Babalola, Y Bitirim - IEEE Access, 2020 - ieeexplore.ieee.org
Multimodal biometric systems are preferred as a defense compared to unimodal systems.
This study introduces an open access multimodal vein database named FYO with each letter …

PixISegNet: pixel‐level iris segmentation network using convolutional encoder–decoder with stacked hourglass bottleneck

RR Jha, G Jaswal, D Gupta, S Saini, A Nigam - IET biometrics, 2020 - Wiley Online Library
In this paper, we present a new iris ROI segmentation algorithm using a deep convolutional
neural network (NN) to achieve the state‐of‐the‐art segmentation performance on well …

Vein-based biometric verification using densely-connected convolutional autoencoder

RS Kuzu, E Maiorana, P Campisi - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
In this letter, we propose a vein-based biometric verification system relying on deep
learning. A novel approach consisting of a convolutional neural network (CNN), trained in a …

Contactless palm vein authentication using deep learning with Bayesian optimization

MI Obayya, M El-Ghandour, F Alrowais - IEEE access, 2020 - ieeexplore.ieee.org
Among various biometric methods, palm vein authentication has taken significant attention
because of its uniqueness, stability and non-intrusiveness. In this paper, we propose a palm …

Vein-based biometric verification using transfer learning

RS Kuzu, E Maiorana, P Campisi - 2020 43rd International …, 2020 - ieeexplore.ieee.org
Vein patterns have been nowadays established as a reliable and convenient solution to
implement biometric recognition systems. Yet, there is still a relevant gap between the real …

Ihashnet: Iris hashing network based on efficient multi-index hashing

A Singh, P Gaurav, C Vashist, A Nigam… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
Massive biometric deployments are pervasive in today's world. But despite the high
accuracy of biometric systems, their computational efficiency degrades drastically with an …

Is sharing of egocentric video giving away your biometric signature?

D Thapar, C Arora, A Nigam - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
Easy availability of wearable egocentric cameras, and the sense of privacy propagated by
the fact that the wearer is never seen in the captured videos, has led to a tremendous rise in …

Recognizing Camera Wearer from Hand Gestures in Egocentric Videos: https://egocentricbiometric. github. io

D Thapar, A Nigam, C Arora - Proceedings of the 28th ACM International …, 2020 - dl.acm.org
Wearable egocentric cameras are typically harnessed to a wearer's head, giving them the
unique advantage of capturing their points of view. Hoshen and Peleg have shown that …

[PDF][PDF] Unsupervised palm vein image segmentation

E Safronova, E Pavelyeva - CEUR Workshop Proceedings, 2020 - ceur-ws.org
In this article the new hybrid algorithm for palm vein image segmentation using
convolutional neural network and principal curvatures is proposed. After palm vein image …

Palm vein recognition using convolution neural network based on feature fusion with HOG feature

H Kuang, Z Zhong, X Liu, X Ma - 2020 5th International …, 2020 - ieeexplore.ieee.org
With the advancement of science and the development of the times, the role of identity
authentication technology in living society has become increasingly prominent. Palm vein …