An Automatic Multilevel Facial Expression Recognition System

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Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Volume:22 Issue:1
An Automatic Multilevel Facial Expression Recognition System

An Automatic Multilevel Facial Expression Recognition System

Authors : Elena BATTINI SÖNMEZ

Pages : 160-165

Doi:10.19113/sdufbed.50007

View : 15 | Download : 15

Publication Date : 2018-03-16

Article Type : Research Paper

Abstract :Facial expression is one of the most natural way of human beings to communicate his-her internal feeling, to stress his-her words, to agree or disagree with the interlocutor, to regulate interaction with the environment and nearby people. This paper challenges the classification experiment run by human beings on the ADFES-BIV database, which is a recently introduced collection of videos expressing low, middle, and high intensity emotions. The proposed automatic system uses the Sparse Representation based Classifier and reaches the top performance of 80 % by considering the temporal information intrinsically present in the videos.
Keywords : Expression recognition, Affective computing, Sparse representation based classifier

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