Otobong J. Effiong

Optimizing Touchless Fingerprint Identification: A Machine Learning Approach to Modelling and Performance Evaluation

Otobong J. Effiong, Akaninyene B. Obot, Kingsley M. Udofia & Kufre M. Udofia · Journal of Engineering Research and Reports · 2024

This paper explored the modelling and performance analysis of a smartphone-based fingerprint identification system using Convolutional Neural Networks (CNN). The research developed a theoretical framework to validate picture-based fingerprint identification as a feasible alternat...