Emotion Recognition Based on Facial Expressions of Gamers

Marcin Pilecki; Michael Suchacz; Karol Draszawka

Emotion Recognition Based on Facial Expressions of Gamers

Abstract

This article presents an approach to emotion recognition based on facial expressions of gamers. With application of certain methods crucial features of an analysed face like eyebrows' shape, eyes and mouth width, height were extracted. Afterwards a group of artificial intelligence methods was applied to classify a given feature set as one of the following emotions: happiness, sadness, anger and fear.The approach presented in this paper was verified using specializeddatabases and real-life situations. The obtained results are vastlypromising, thus further work on the subject should be continued.

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Category:: Conference activity
Type:: publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:: Wytwarzanie Gier Komputerowych : Materiały konferencyjne Krajowej Konferencji Wytwarzania Gier Komputerowych, Gdańsk, 31 sierpinia - 2 września 2012. - T. 2 strony 91 - 100
Language:: English
Publication year:: 2012
Bibliographic description:: Pilecki M., Suchacz M., Draszawka K.: Emotion Recognition Based on Facial Expressions of Gamers// Wytwarzanie Gier Komputerowych : Materiały konferencyjne Krajowej Konferencji Wytwarzania Gier Komputerowych, Gdańsk, 31 sierpinia - 2 września 2012. - T. 2/ ed. red. T. Boiński, J. Lebiedź, M. Wójcik. Gdańsk: , 2012, s.91-100
Verified by:: Gdańsk University of Technology