An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition

• Main Authors: Putthiporn Thanathamathee, Siriporn Sawangarreerak, Prateep Kongkla, Dinna @ Nina Mohd Nizam
• Format: Article
• Language: English; English
• Published: Ital Publication 2023
• Subjects: QA75.5-76.95 Electronic computers. Computer science; T1-995 Technology (General)
• Online Access: https://eprints.ums.edu.my/id/eprint/38433/1/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/38433/2/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/38433/; https://doi.org/10.28991/ESJ-2023-07-04-010
• Institution: Universiti Malaysia Sabah

In this study, we aimed to find an optimized approach to improving facial and masked facial recognition using machine learning and deep learning techniques. Prior studies only used a single machine learning model for classification and did not report optimal parameter values. In contrast, we utilize...