Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

Stanisław Saganowski; Joanna Komoszyńska; Maciej Behnke; Bartosz Perz; Dominika Kunc; Bartłomiej Klich; Łukasz D. Kaczmarek; Przemysław Kazienko

doi:10.1038/s41597-022-01262-0

Scientific Data (Apr 2022)

Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

Stanisław Saganowski,
Joanna Komoszyńska,
Maciej Behnke,
Bartosz Perz,
Dominika Kunc,
Bartłomiej Klich,
Łukasz D. Kaczmarek,
Przemysław Kazienko

Affiliations

Stanisław Saganowski: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Joanna Komoszyńska: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Maciej Behnke: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Bartosz Perz: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Dominika Kunc: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Bartłomiej Klich: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence
Łukasz D. Kaczmarek: Adam Mickiewicz University, Faculty of Psychology and Cognitive Science
Przemysław Kazienko: Wroclaw University of Science and Technology, Faculty of Information and Communication Technology, Department of Artificial Intelligence

DOI: https://doi.org/10.1038/s41597-022-01262-0
Journal volume & issue: Vol. 9, no. 1
pp. 1 – 11

Abstract

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Measurement(s) cardiac output measurement • Electroencephalography • Galvanic Skin Response • Temperature • acceleration • facial expressions Technology Type(s) photoplethysmogram • electroencephalogram (5 electrodes) • electrodermal activity measurement • Sensor • Accelerometer • Video Recording Sample Characteristic - Organism Homo sapiens Sample Characteristic - Environment laboratory environment

Published in Scientific Data

ISSN: 2052-4463 (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Science
Website: https://www.nature.com/sdata/

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