Iris Recognition System in the Context of Authentication

G Kumar, A Gulati, A Verma, M Khari… - … Conference on Recent …, 2023 - Springer
This study provides a comprehensive comparison of various iris recognition algorithms,
including Hamming distance, feed-forward neural network, and support vector machine …

[PDF][PDF] Iris recognition using convolutional neural network

MS Azam, HK Rana - International Journal of Computer Applications, 2020 - academia.edu
It is indispensable to ensure security biometrically in the most authentication and
identification scenario. Iris recognition regarded as the most reliable biometric recognition …

Comparative Analysis of Machine Learning Algorithms for Biometric Iris Recognition Systems

VK Dabbara, N Bala - 2023 - diva-portal.org
Background: Biometric identification plays a crucial role in various industries such as retail,
and banking. Among the different biometric traits, iris patterns have become a reliable …

Convolutional neural network based feature extraction for iris recognition

MG Alaslani - International Journal of Computer Science & …, 2018 - papers.ssrn.com
Iris is a powerful tool for reliable human identification. It has the potential to identify
individuals with a high degree of assurance. Extracting good features is the most significant …

Classifiers in iris biometrics for personal authentication

S Pradeepa, R Anisha… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Machine learning is that which provides the systems the ability to improve on experience
without being programmed. Higher accuracy rate is a challenging problem with Iris …

[PDF][PDF] Comparison of different Neural Networks for iris recognition

S Godara, R Gupta - International Journal of Engg Science & Advanced … - researchgate.net
Biometrics is the science of verifying the identity of an individual through physiological
measurements or behavioral traits. Since biometric identifiers are associated permanently …

Iris recognition development techniques: a comprehensive review

JR Malgheet, NB Manshor, LS Affendey - Complexity, 2021 - Wiley Online Library
Recently, iris recognition techniques have achieved great performance in identification.
Among authentication techniques, iris recognition systems have received attention very …

CNN Based Iris Recognition System: A Novel Approach

S Mathew - 2020 - papers.ssrn.com
Iris image is the most important and unique feature in the field of biometrics and a powerful
tool for human identification because of its strong and unique textual information. Extracting …

Performance Evaluation of Selected Classification Algorithms for Iris Recognition System

OO Oyebode, OA Oladimeji, A Adelekun… - European Journal of …, 2023 - tudr.org
Quite a lot of techniques proven to be resourceful have been espoused to develop iris
recognition system. Nearly hybridized, supervised and unsupervised artificial neural network …

[HTML][HTML] Iris recognition approach for identity verification with DWT and multiclass SVM

MA El-Sayed, MA Abdel-Latif - PeerJ Computer Science, 2022 - peerj.com
The iris has been proven to be one of the most stable and accurate biometrics. It has been
widely used in recognition systems to determine the identity of the individual who attempts to …