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

• المؤلفون الرئيسيون: Kwong, John Chris T, Garcia, Felan Carlo, Abu, Patricia Angela R, Reyes, Rosula SJ
• التنسيق: text
• منشور في: Archīum Ateneo 2019
• الموضوعات: 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
• الوصول للمادة أونلاين: https://archium.ateneo.edu/ecce-faculty-pubs/34; https://ieeexplore.ieee.org/abstract/document/8650192?casa_token=rDm6Uy5Oll8AAAAA:EWtkdU3WJ8qImh72RxUNfJVK94d3vnwr_zr_brS9l43avRb5s2YQB02OWPdRhkDd2DTNKLU5_Ko

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...