Emotion recognition in autism spectrum disorder : does stylization help?
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We investigate the effect that stylized facial expressions have on the perception and categorization of emotions by participants with high-functioning Autism Spectrum Disorder (ASD) in contrast to two control samples: one with Attention-Deficit/Hyperactivity Disorder (ADHD), and one with neurotypically developed peers (NTD). Realtime Non-Photorealistic Rendering (NPR) techniques with different levels of abstraction are applied to stylize two animated virtual characters performing expressions for six basic emotions. Our results show that the accuracy rates of the ASD group were unaffected by the NPR styles and reached about the same performance as for the characters with realistic-looking appearance. This effect, however, was not seen in the ADHD and NTD groups.
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SPICKER, Marc, Diana ARELLANO, Ulrich SCHALLER, Reinhold RAUH, Volker HELZLE, Oliver DEUSSEN, 2016. Emotion recognition in autism spectrum disorder : does stylization help?. SAP' 16 ACM Symposium on Applied Perception. Anaheim, 22. Juli 2016 - 23. Juli 2016. In: JAIN, Eakta, ed. and others. SAP' 16 Proceedings of the ACM Symposium on Applied Perception. New York, NY: ACM, 2016, pp. 97-104. ISBN 978-1-4503-4383-1. Available under: doi: 10.1145/2931002.2931004BibTex
@inproceedings{Spicker2016Emoti-34811, year={2016}, doi={10.1145/2931002.2931004}, title={Emotion recognition in autism spectrum disorder : does stylization help?}, isbn={978-1-4503-4383-1}, publisher={ACM}, address={New York, NY}, booktitle={SAP' 16 Proceedings of the ACM Symposium on Applied Perception}, pages={97--104}, editor={Jain, Eakta}, author={Spicker, Marc and Arellano, Diana and Schaller, Ulrich and Rauh, Reinhold and Helzle, Volker and Deussen, Oliver} }
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