Interactive Robot-Aided Diagnosis System for Children with Autism Spectrum Disorder

Szu Yin Lin*, Yi Pei Lai, Hao Chun Chiang, Yawei Cheng, Shih Yi Chien

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

Autism spectrum disorder (ASD) is a group of complex neurodevelopmental disorders characterized by difficulties with social communication and interaction as well as restrictive interest and stereotyped behavior. Despite the behavioral symptoms of ASD often appear early in infancy, the ASD diagnosis is often cumbersome even for expert clinicians owing to characteristic heterogeneity in the symptoms and severity. Early diagnosis and intervention can help children with ASD to achieve more improvement, particularly in their social communication. Here, the study designs an interactive robotic agent and an intelligent image analysis system to assist in the ASD diagnosis of children. The children’s facial expression images and body pose movement images are collected during the human-robot interaction, which three computational models are used for further data analysis. The stored database is presented as a reference for diagnosis in a visual interface. Furthermore, we incorporate multiple AI models in facial emotion recognition and eye tracking detection to automatically analyze images and visualize data, assisting clinicians in diagnostic decision making.

原文English
主出版物標題HCI in Business, Government and Organizations - 10th International Conference, HCIBGO 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings
編輯Fiona Nah, Keng Siau
發行者Springer Science and Business Media Deutschland GmbH
頁面41-52
頁數12
ISBN(列印)9783031360480
DOIs
出版狀態Published - 2023
事件Proceedings of the 10h International Conference on HCI in Business, Government and Organizations, held as Part of the 24th International Conference, HCI International 2023 - Copenhagen, Denmark
持續時間: 23 7月 202328 7月 2023

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
14039 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Conference

ConferenceProceedings of the 10h International Conference on HCI in Business, Government and Organizations, held as Part of the 24th International Conference, HCI International 2023
國家/地區Denmark
城市Copenhagen
期間23/07/2328/07/23

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