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 analyzed 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 specialized databases and real-life situations. The obtained results are vastly promising, thus further work on the subject should be continued.

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Category:: Articles
Type:: artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:: Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne no. 22, pages 7 - 16,
ISSN: 1732-1166
Language:: English
Publication year:: 2014
Bibliographic description:: Pilecki M., Suchacz M., Draszawka K.: Emotion Recognition Based on Facial Expressions of Gamers// Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne. -Vol. 22., nr. 1 (2014), s.7-16
Verified by:: Gdańsk University of Technology