Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms

• Main Authors: Kwong, John Chris T, Garcia, Felan Carlo, Abu, Patricia Angela R, Reyes, Rosula SJ
• Format: text
• Published: Archīum Ateneo 2019
• Subjects: emotion recognition via facial expression; feature descriptor; histogram of oriented gradient; local binary pattern; support vector machine; k-fold cross-validation; Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/34; https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko
• Institution: Ateneo De Manila University

Emotion Recognition has been a prominent study even before computers had the same computing power as of today. Human's emotions can be recognized through their body language, behavior and, most evidently, from the facial expression of the person. In facial image classification, each facial imag...