I. INTRODUCTION
Emotion recognition is an important area of research that has gained attention in the last two decades [1]. Information like nonverbal signals in human to human communication can be transmitted by facial expression [2], [3]. For instance, information can be conveyed via a scowl or a smile. It is considered as a natural way of trying to understand the psychological state of people during communication [4].