Deep learning in biometrics: a survey

AB López - ADCAIJ: Advances in Distributed Computing and …, 2019 - torrossa.com
Deep learning has been established in the last few years as the gold standard for data
processing, achieving peak performance in image, text and audio understanding. At the …

Challenges and opportunities in biometric security: A survey

S Arora, MPS Bhatia - Information Security Journal: A Global …, 2022 - Taylor & Francis
Biometric systems identify individuals based on unique traits such as the face, fingerprints,
iris etc. The main objective of the study is to understand the role of deep learning in the …

[图书][B] AI and deep learning in biometric security: trends, potential, and challenges

G Jaswal, V Kanhangad, R Ramachandra - 2021 - books.google.com
This book provides an in-depth overview of artificial intelligence and deep learning
approaches with case studies to solve problems associated with biometric security such as …

Deep learning in the field of biometric template protection: An overview

C Rathgeb, J Kolberg, A Uhl, C Busch - arXiv preprint arXiv:2303.02715, 2023 - arxiv.org
Today, deep learning represents the most popular and successful form of machine learning.
Deep learning has revolutionised the field of pattern recognition, including biometric …

BAED: A secured biometric authentication system using ECG signal based on deep learning techniques

AJ Prakash, KK Patro, M Hammad… - Biocybernetics and …, 2022 - Elsevier
Biometric authentication technology has become increasingly common in our daily lives as
information protection and control regulation requirements have grown worldwide. A …

Cancelable face and iris recognition system based on deep learning

E Abdellatef, RF Soliman, EM Omran, NA Ismail… - Optical and Quantum …, 2022 - Springer
Biometric recognition is an automated technique of recognising persons based on their
traits. Because of their exceptional texture, the biometric features' ostensibly random nature …

[图书][B] Biometric Security and Privacy

R Jiang, S Al-maadeed, A Bouridane, D Crookes… - 2017 - Springer
Biometrics in modern computer science is defined as the automated use of biological
properties to identify individuals. The early use of biometrics can be dated back to nearly …

Automated biometric personal identification-techniques and applications

V Rai, K Mehta, J Jatin, D Tiwari… - 2020 4th International …, 2020 - ieeexplore.ieee.org
The world today is more connected virtually than ever before because of the internet. But the
deep roots of the internet also calls for the need of having foolproof cybersecurity methods …

A multi biometric system based on the right iris and the left iris using the combination of convolutional neural networks

HD Rafik, M Boubaker - 2020 Fourth International Conference …, 2020 - ieeexplore.ieee.org
Biometrics to revolutionize the world of IT security. Many companies and governments and
multinational corporations are opting for this technology to secure their data. In recent years …

Biometric in cyber security: A mini review

EA Debas, RS Alajlan… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Our lives totally depend on computers and mobile devices. Nowadays, we see a massive
development in the digital world that makes it easy to stay in touch with friends and family …