Publicação em atas de evento científico
Emotion analysis architecture based on face and physiological sensing applied with flight simulator
Válber Roza (Roza, V. C. C.); Octavian Postolache (Postolache, O.);
International Conference and Exposition on Electrical And Power Engineering, EPE 2018
Ano (publicação definitiva)
2018
Língua
Inglês
País
Estados Unidos da América
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Abstract/Resumo
This work presents an architecture as an important contribution regarding to emotional events along tasks based on flight simulations. This architecture considered eight beginner users of flight simulator (n = 8) while they execute a simulated flight according with the basic concepts of visual flight rules (VFR). The acquired physiological sensing were: heart rate (HR), electroencephalography (EEG) and galvanic skin response (GSR). One small camera was also used to record the users' face in order to extract, after the post-processing, the emotions of the user during the flight. The considered emotions were: happy, sad, angry, surprised, scared and disgust. Initial analysis of the GSR signals shown that the takeoff task presented 13% more variability (or emotional events) between the climb and approach tasks together; and in the same way, the landing task presented 16% more variability between the climb and approach tasks together, what shows the importance of these researches in flight safety context, mainly in these critical phases.
Agradecimentos/Acknowledgements
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Palavras-chave
Emotion analysis architecture,Flight simulator,Physiological sensing,Aviation safety,Human error prevention
  • Engenharia Eletrotécnica, Eletrónica e Informática - Engenharia e Tecnologia
  • Engenharia do Ambiente - Engenharia e Tecnologia
  • Biotecnologia Ambiental - Engenharia e Tecnologia
Registos de financiamentos
Referência de financiamento Entidade Financiadora
UID/EEA/50008/2013 Fundação para a Ciência e a Tecnologia