Publication:
Emotion recognition in valence-arousal scale by using physiological signals

Simple item page
dc.contributor.authorAkalin, Neziha
dc.contributor.authorKose, Hatice
dc.contributor.departmentYapay Zeka ve Veri Mühendisliği Bölümü
dc.contributor.ituauthorKöse, Hatice
dc.date.accessioned2026-01-26T04:29:04Z
dc.date.issued2018-05-01
dc.description.abstractPhysiological signals are generated autonomously by central nervous system therefore they cannot be controlled or masked. In the literature, physiological signals are commonly used for emotion recognition. In this study, emotional stimulation is induced using visual and audio stimuli. We used Microsoft Band 2 arm band and Mind Wave EEG sensor for recording the participants' signals during the experiment. We collected data from 20 participants and recognized their emotions on the valence-arousal scale. We tested and compared 3 different classifiers for recognition.
dc.description.urihttps://doi.org/10.1109/siu.2018.8404632
dc.description.urihttps://doi.org/10.1109/SIU.2018.8404632
dc.description.urihttps://dx.doi.org/10.1109/siu.2018.8404632
dc.identifier.doi10.1109/siu.2018.8404632
dc.identifier.endpage4
dc.identifier.openairedoi_dedup___::dfac61f2db01261d7c1b2b5176aead46
dc.identifier.orcid0000-0001-6168-0706
dc.identifier.orcid0000-0003-4796-4766
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11527/60721
dc.publisherIEEE
dc.relation.ispartof2018 26th Signal Processing and Communications Applications Conference (SIU)
dc.rightsCLOSED
dc.sdg.typeGoal 16: Peace and Justice Strong Institutions
dc.sdg.typeGoal 3: Good Health and Well-being
dc.titleEmotion recognition in valence-arousal scale by using physiological signals
dc.typeArticle
dspace.entity.typePublication
person.identifier.orcid0000-0003-4796-4766

Files

Collections

Yayınlar