A deep learning-driven fingerprint verification model for enhancing exam integrity in Moroccan higher education

S Essahraui, I Ouahbi, KE Makkaoui… - … Security Journal: A …, 2024 - Taylor & Francis
In Moroccan higher education, the integrity of examinations is paramount, yet it faces the
persistent challenge of identity impersonation. This form of academic dishonesty not only …

Tinysiamese network for biometric analysis

I Jarraya, TM Hamdani, H Chabchoub… - arXiv preprint arXiv …, 2023 - arxiv.org
Biometric recognition is the process of verifying or classifying human characteristics in
images or videos. It is a complex task that requires machine learning algorithms, including …

An optical fingerprint recognition method based on diffraction field

Y Wu, Y Liu, H Zhu, S Tao - Journal of Optics, 2024 - iopscience.iop.org
Biometric technology, which authenticates identities with high reliability and stability by
comparing the unique characteristics of human bodies, is widely used in the fields of …

Fingerprint Recognition Model Using Improved Firebug Swarm Optimization and tanh-Based Fuzzy Activated Neural Network

J Parvathy, PG Patil - SN Computer Science, 2024 - Springer
Fingerprints play a crucial role in recognizing criminal suspects. In general, the acquired
fingerprints are sometimes accomplished in bad resolution with background noises, thus …

Deep learning-enhanced fingerprint generation and security verification in the context of Siamese network matching models

J Guo - 2023 4th International Conference on Big Data …, 2023 - ieeexplore.ieee.org
Fingerprint recognition, a widely adopted technology in various domains, confronts
significant challenges in both technical and practical realms. Therefore, it is essential to …

Fingerprint Identification System based on VGG, CNN, and ResNet Techniques

HG Muhammad, ZA Khalaf - Basrah Researches Sciences, 2024 - jou.jobrs.edu.iq
This study compares three different pre-trained deep learning models specifically designed
for fingerprint identification. The first model uses Convolutional Neural Network (CNN), the …

Impact of Finger Type in Contactless Fingerprint Verification

K Abdeljabbar, I Jarraya, TM Hamdani… - Procedia Computer …, 2024 - Elsevier
Contactless fingerprint authentication has gained popularity as a field of research in
biometrics in recent years. Unlike traditional fingerprint recognition systems that require …

Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models

N Dalvi, MK An, AR Islam… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Fingerprint verification is widely used to verify individuals based on their unique fingerprint
patterns. However, existing fingerprint identification systems encounter challenges while …

[PDF][PDF] A Comparison between Backpropagation Neural Network and Seven Moments for More Accurate Fingerprint Video Frames Recognition

EF Naser, ET Khudair, ES Mahmood… - Baghdad Science …, 2024 - iasj.net
In this modern age of electronic interactions, more secure methods are required to protect
vital information. Passwords are indeed a prominent and secure method, but they are …

Blood group determination using fingerprint

T Nihar, K Yeswanth… - MATEC Web of …, 2024 - matec-conferences.org
The fingerprint pattern stands out as the most authentic and unique characteristic defining
human identity. This unique pattern is immutable and persists unaltered until an individual's …