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Conference paper

Your heart might give away your emotions

From

Technical University of Denmark1

Department of Applied Mathematics and Computer Science, Technical University of Denmark2

Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark3

Estimating emotional responses to pictures based on heart rate measurements: Variations in Heart Rate serves as an important clinical health indicator, but potentially also as a window into cognitive reactions to presented stimuli, as a function of both stimuli, context and previous cognitive state.

This study looks at single-trial time domain mean Heart Rate (HR) and frequency domain Heart Rate Variability (HRV) measured while subjects were passively viewing emotionally engaging images, comparing short random presentations with grouped sequences of either neutral, highly arousing pleasant or highly arousing unpleasant pictures.

For the grouped sequences, we found a trend in the mean HR that could correlate with the emotional content of the images, but no such trends was seen in the random trials. We were, however, not able to demonstrate HRV variations that correlated with the presented emotional content, nor could we reproduce earlier studies, with different experimental setups that were based on average values over many subjects, that had revealed small changes in the mean HR only seconds after presentation.

Language: English
Publisher: IEEE
Year: 2014
Pages: 1-6
Proceedings: 1st International Workshop on Multimedia Affective Computing (MAC 2014)
ISBN: 1479947164 , 1479947172 , 9781479947164 and 9781479947171
ISSN: 19457871 and 1945788x
Types: Conference paper
DOI: 10.1109/ICMEW.2014.6890662
ORCIDs: Bækgaard, Per , Petersen, Michael Kai and Larsen, Jakob Eg

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