Analysis of optimizers on AlexNet architecture for face biometric authentication system

• Main Authors: Mat Ariff, Noor Azwana, Ismail, Amelia Ritahani, Abdul Aziz, Normaziah, Amir Hussin, Amir 'Aatieff
• Format: Conference or Workshop Item
• Language: English; English
• Published: IEEE 2022
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/101908/13/101908_Analysis%20of%20optimizers%20on%20AlexNet%20architecture.pdf; http://irep.iium.edu.my/101908/14/101908_Analysis%20of%20optimizers%20on%20AlexNet%20architecture_SCOPUS.pdf; http://irep.iium.edu.my/101908/; https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9970238

Nowadays, biometric authentication is more important than a password or token-based authentication. There have been many techniques suggested for biometric authentication algorithms, however, it can be observed that the Deep Learning approach is significantly more effective and secure than other met...