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Customizable Avatars with Dynamic Facial Action Coded Expressions (CADyFACE) for Improved User Engagement
March 13, 2024, 4:42 a.m. | Megan A. Witherow, Crystal Butler, Winston J. Shields, Furkan Ilgin, Norou Diawara, Janice Keener, John W. Harrington, Khan M. Iftekharuddin
cs.LG updates on arXiv.org arxiv.org
Abstract: Customizable 3D avatar-based facial expression stimuli may improve user engagement in behavioral biomarker discovery and therapeutic intervention for autism, Alzheimer's disease, facial palsy, and more. However, there is a lack of customizable avatar-based stimuli with Facial Action Coding System (FACS) action unit (AU) labels. Therefore, this study focuses on (1) FACS-labeled, customizable avatar-based expression stimuli for maintaining subjects' engagement, (2) learning-based measurements that quantify subjects' facial responses to such stimuli, and (3) validation of constructs …
abstract alzheimer's arxiv autism avatar avatars coding cs.cv cs.hc cs.lg discovery disease dynamic engagement however type user engagement
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