Biometric Authentication Based on Multi-Modal Facial Recognition Using Machine Learning
Alin Majed Alkadi, Ruqaya Ali AlMahdawi, Shamma Mohammad Anwahi, Bassel Soudan · 2023
This work covers the implementation of a Machine Learning-based multi-modal biometric authentication system for Automatic Teller Machines (ATMs). The system will be trained to identify and recognize the user's facial biometric signature, even if the user is wearing feature-altering add-ons. The work addresses specifically add-ons affecting the appearance of the hair and facial features. The work takes practicality and convenience into consideration while attempting to address security-related concerns regarding granting access to an ATM.