Lip pattern in the interpretation of human emotions Online publication date: Sat, 29-Nov-2014
by M. Karthigayan; R. Nagarajan; M. Rizon; Sazali Yaacob
International Journal of Artificial Intelligence and Soft Computing (IJAISC), Vol. 3, No. 2, 2012
Abstract: In this paper, lip features are applied to classify the human emotion using a set of irregular ellipse fitting equations using Genetic Algorithm (GA). South-east Asian and Japanese faces are considered in this study. The parameters relating the face emotions, in either case, are entirely different. All six universally accepted emotions are considered for classifications. The method that is fastest in extracting lip features is adopted in this study. Observation of various emotions of the subject leads to unique characteristic of lips. GA is adopted to optimise irregular ellipse characteristics of the lip features in each emotion. That is, the top portion of lip configuration is a part of one ellipse and the bottom of different ellipse. Two ellipse-based fitness equations are proposed for the lip configuration and relevant parameters that define the emotion are listed. This approach has given reasonably successful emotion classifications.
Online publication date: Sat, 29-Nov-2014
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