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Automatic Detection of Emotion in Spontaneous Facial Expression


Author(s):

Nidhi U , Vidya Vikas institute of engineering and technology; Anand H N, Vidya Vikas institute of engineering and technology; Sushmitha S, Vidya Vikas institute of engineering and technology; R Chetan Kumar, Vidya Vikas institute of engineering and technology; Ramya M, Vidya Vikas institute of engineering and technology

Keywords:

Facial Expression, Emotion Recognition, Face Detection, Feature Extraction, Machine Learning, GMM

Abstract:

In the field of identification of human emotion, human face plays a vital role. There are two forms of communications verbal and non-verbal, the facial expression is of the non-verbal communication. It depicts the human perspective. There will be a natural interaction between computers and humans if computers are able to receive and respond to human emotion. Many works on emotion recognition have been developed however; they were not robust enough for real-time emotion recognition tasks with respect to variations in the face and the movement in the head etc. Here, in this paper, we build an emotion detection system which can analyze basic facial expression of humans. In this study, the system is divided roughly into three stages i.e. face detection, feature extraction, and facial expression classification.


Other Details:

Manuscript Id :IJSTEV5I9008
Published in :Volume : 5, Issue : 9
Publication Date: 01/04/2019
Page(s): 8-11
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