Robot Eye Perspective in Perceiving Facial Expressions in Interaction with Children with Autism - Publikacja - MOST Wiedzy

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Robot Eye Perspective in Perceiving Facial Expressions in Interaction with Children with Autism

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The paper concerns automatic facial expression analysis applied in a study of natural “in the wild” interaction between children with autism and a social robot. The paper reports a study that analyzed the recordings captured via a camera located in the eye of a robot. Children with autism exhibit a diverse level of deficits, including ones in social interaction and emotional expression. The aim of the study was to explore the possibility of applying automatic emotion recognition in analyzing human-robot interaction. The study revealed some challenges, that might be classified as activity-based, child conditionbased and setup-based ones. Despite those, the facial expressions in children with autism were on average more positive than in a control group of typically developing children. Children with autism seemed to enjoy the interaction with the robot more. The paper might be interesting for researchers and practitioners who plan to combine social robots and emotion recognition in children with autism.

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Kategoria:
Aktywność konferencyjna
Typ:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Opublikowano w:
Advances in Intelligent Systems and Computing nr 1150, strony 1287 - 1297,
ISSN: 2194-5357
Tytuł wydania:
Web, Artificial Intelligence and Network Applications strony 1287 - 1297
Język:
angielski
Rok wydania:
2020
Opis bibliograficzny:
Landowska A., Robins B.: Robot Eye Perspective in Perceiving Facial Expressions in Interaction with Children with Autism// Web, Artificial Intelligence and Network Applications/ : , 2020, s.1287-1297
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1007/978-3-030-44038-1_117
Źródła finansowania:
Weryfikacja:
Politechnika Gdańska

wyświetlono 92 razy

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