Using siamese networks with transfer learning for face recognition on small-samples datasets

M Heidari, K Fouladi-Ghaleh - 2020 international conference on …, 2020 - ieeexplore.ieee.org
Nowadays, computer-based face recognition is a mature and reliable mechanism that is
significantly used in many access control scenarios along with other biometric methods …

Autonomous UAV Implementation for Facial Recognition and Tracking in GPS-denied environments

DAH Ollachica, BKA Asante, H Imamura - IEEE Access, 2024 - ieeexplore.ieee.org
Surveillance with facial recognition holds immense potential as a technological tool for
combating crime in Latin American countries. However, the limitations of fixed cameras in …

[PDF][PDF] An Effective Face Detection and Recognition Model Based on Improved YOLO v3 and VGG 16 Networks

NS Ali, AF Alsafo, HD Ali, MS Taha - J. homepage http//iieta. org …, 2024 - researchgate.net
Face detection and recognition (FRD) technology is a very useful tool that involves taking
pictures of people's faces and assessing their biological characteristics to compare and …

[PDF][PDF] A Comparison of Transfer Learning Models for Face Recognition

D Alashammari, D Akgün - Sakarya University Journal of …, 2024 - saucis.sakarya.edu.tr
Face recognition (FR) is a method that uses face feature analysis and comparison to identify
or verify individuals. Siamese neural networks (SNNs) are an effective method for FR …