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Abstract
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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Authors (2)
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Ben Robins
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- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Published in:
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Advances in Intelligent Systems and Computing
no. 1150,
pages 1287 - 1297,
ISSN: 2194-5357 - Title of issue:
- Web, Artificial Intelligence and Network Applications strony 1287 - 1297
- Language:
- English
- Publication year:
- 2020
- Bibliographic description:
- 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:
- Digital Object Identifier (open in new tab) 10.1007/978-3-030-44038-1_117
- Sources of funding:
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- Project Affective loop in Socially Assistive Robotics as an intervention tool for children with autism
- Statutory activity/subsidy
- Verified by:
- Gdańsk University of Technology
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