Deep learning algorithms based fingerprint authentication: systematic literature review

H Chiroma - Journal of Artificial Intelligence and Systems, 2021 - iecscience.org
Deep Learning algorithms (DL) have been applied in different domains such as computer
vision, image detection, robotics and speech processing, in most cases, DL demonstrated …

Secure fingerprint authentication using deep learning and minutiae verification

VM Praseetha, S Bayezeed, S Vadivel - Journal of Intelligent …, 2019 - degruyter.com
Nowadays, there has been an increase in security concerns regarding fingerprint biometrics.
This problem arises due to technological advancements in bypassing and hacking …

[HTML][HTML] An intelligent system for automatic fingerprint identification using feature fusion by Gabor filter and deep learning

M Ahsan, MA Based, J Haider, M Kowalski - Computers and Electrical …, 2021 - Elsevier
This paper introduces an intelligent computational approach to automatically authenticate
fingerprint for personal identification and verification. The feature vector is formed using …

[PDF][PDF] A short review on machine learning techniques used for fingerprint recognition

J Yadav, ZA Jaffery, L Singh - J Crit Rev, 2020 - researchgate.net
In all biometric traits, a fingerprint is considered as a foremost trait due to its high security
level, reliability, universality, uniqueness, robustness, low costs, and user convenience. Due …

[PDF][PDF] An automatic deep neural network model for fingerprint classification

AT Mahmoud, WA Awad, G Behery… - Intell. Autom. Soft …, 2023 - pdfs.semanticscholar.org
The accuracy of fingerprint recognition model is extremely important due to its usage in
forensic and security fields. Any fingerprint recognition system has particular network …

Integrated different fingerprint identification and classification systems based deep learning

BK Oleiwi, LH Abood, AK Farhan - … International Conference on …, 2022 - ieeexplore.ieee.org
Fingerprint classification plays a fundamental role in fingerprint identification systems
because it dramatically reduces the time spent identifying an individual. This classification …

Fingerprint recognition based on collected images using deep learning technology

AFY Althabhawee… - IAES International Journal …, 2022 - search.proquest.com
The fingerprint identification is the most widely used authentication system. The fingerprint
uniqueness for each human being provides error-free identification. However, during the …

A common convolutional neural network model to classify plain, rolled and latent fingerprints

AI Khan, MA Wani - International Journal of Biometrics, 2019 - inderscienceonline.com
Fingerprint classification helps in reducing the number of comparisons during the matching
stage in automatic fingerprint identification system. In this study, a convolutional neural …

An revolutionary fingerprint authentication approach using GABOR filters for feature extraction and deep learning classification using convolutional neural networks

NR Pradeep, J Ravi - … Communication Engineering: Proceedings of the 9th …, 2022 - Springer
Biometrics is a field of research that focuses on the analysis of an individual's identity which
is based on a feature vector that contains characteristics derived from behavioural or …

Fingernet: Pushing the limits of fingerprint recognition using convolutional neural network

S Minaee, E Azimi, A Abdolrashidi - arXiv preprint arXiv:1907.12956, 2019 - arxiv.org
Fingerprint recognition has been utilized for cellphone authentication, airport security and
beyond. Many different features and algorithms have been proposed to improve fingerprint …