Enhanced Automatic Recognition of Human Emotions Using Machine Learning Techniques

Abstract

Emotion recognition plays an increasingly significant role in interpersonal relationships. Research on emotion recognition is the most active within the area. Therefore, there are many different techniques for recognizing human emotion. The majority of the time, one's emotions can be expressed through speech, hand movements, or physical gestures. Facial expressions are used to convey most emotions. The recognition of facial expressions is largely dependent on facial expressions. The identification of human emotions has been extensively studied, but there are no effective techniques that can identify them correctly. In order to overcome this problem, the proposed method implements a real-time emotion recognition system by using machine learning.