[PDF][PDF] Retina based biometric authentication system: A review.

JB Mazumdar, SR Nirmala - International Journal of Advanced …, 2018 - academia.edu
A biometric system provides an automatic person authentication based on some
characteristic features possessed by the individual. Among all other biometrics, the retinal …

M2u-net: Effective and efficient retinal vessel segmentation for real-world applications

T Laibacher, T Weyde, S Jalali - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
In this paper, we present a novel neural network architecture for retinal vessel segmentation
that improves over the state of the art on two benchmark datasets, is the first to run in real …

Biometric retina identification based on neural network

F Sadikoglu, S Uzelaltinbulat - Procedia Computer Science, 2016 - Elsevier
In this paper the design of recognition system for retinal images using neural network is
considered. Retina based recognition is perceived as the most secure method for …

M2U-Net: Effective and efficient retinal vessel segmentation for resource-constrained environments

T Laibacher, T Weyde, S Jalali - arXiv preprint arXiv:1811.07738, 2018 - arxiv.org
In this paper, we present a novel neural network architecture for retinal vessel segmentation
that improves over the state of the art on two benchmark datasets, is the first to run in real …

Deep learning framework for biometric authentication using retinal images

JB Mazumdar, SR Nirmala - Computer Methods in Biomechanics …, 2023 - Taylor & Francis
The inimitable blood vessel pattern of retina is a biometric feature used in person
authentication. Rotation, translation and scaling of the retinal image affect the reliability and …

Auto-classification of retinal diseases in the limit of sparse data using a two-streams machine learning model

CH Huck Yang, F Liu, JH Huang, M Tian… - Computer Vision–ACCV …, 2019 - Springer
Automatic clinical diagnosis of retinal diseases has emerged as a promising approach to
facilitate discovery in areas with limited access to specialists. Based on the fact that fundus …

Human retinal biometric recognition system based on multiple feature extraction

J Marappan, K Murugesan… - Journal of …, 2023 - spiedigitallibrary.org
Retinal biometric trait is one of the safest and most secure biometric traits that can be used
for personal identification and authentication. The poor contrast in captured retinal images …

Fast and accurate retinal identification system: Using retinal blood vasculature landmarks

S Aleem, B Sheng, P Li, P Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The expansion of automation techniques and increased risk of identity theft have led
emphasis on the tremendous need of automated identification system. Due to the high …

A review: person identification using retinal fundus images

P Elangovan, MK Nath - International Journal of Electronics and …, 2019 - yadda.icm.edu.pl
In this paper a review on biometric person identification has been discussed using features
from retinal fundus image. Retina recognition is claimed to be the best person identification …

[HTML][HTML] Identity verification of individuals based on retinal features using Gabor filters and SVM

MA El-Sayed, M Hassaballah, MA Abdel-Latif - Journal of Signal and …, 2016 - scirp.org
Authentication reliability of individuals is a demanding service and growing in many areas,
not only in the military barracks or police services but also in applications of community and …