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Screening of Autism Spectrum Disorder Using Novel Biological Motion Stimuli
Fan, Lei1,2; Cao, Wei3; Duan, Huiyu1; Du, Yasong4; Chen, Jing4; Hou, Siqian1; Zhu, Hong5; Xu, Na6; Zhou, Jiantao2; Zhai, Guangtao1
2021-03-14
Conference NameIFTC 2020: Digital TV and Wireless Multimedia Communication
Source PublicationCommunications in Computer and Information Science
Volume1390
Pages371-384
Conference Date2020-12-02
Conference PlaceShanghai
Abstract

Eye tracking of preferential attention to biological motion is an important approach to Autism Spectrum Disorder (ASD) research and early diagnosis. However, the current method has all time-series information averaged as statistic information, which losing information and features for classification in high-dimensional space. Novel biological motion stimuli with well-designed time-series information could make Insistence on Sameness (IoS) of ASD as an efficient feature for ASD screening. Display area zoning and encoding for eye-tracking data processing improve the spatial resolution of the eye tracking information processing than averaging by side, making it possible to get more information and features for classification from ASD eye-tracking data.

KeywordAsd Biological Motion Eye Tracking Insistence On Sameness Svm
DOI10.1007/978-981-16-1194-0_32
URLView the original
Language英語English
Scopus ID2-s2.0-85103477144
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Citation statistics
Document TypeConference paper
CollectionFaculty of Science and Technology
Corresponding AuthorZhai, Guangtao
Affiliation1.Shanghai Jiao Tong University, Shanghai, 200240, China
2.University of Macau, Macau, 999078, China
3.Shanghai Mingxiang Information Technology Co., Ltd., Shanghai, 200241, China
4.Shanghai Mental Health Center, Shanghai, 200030, China
5.Pingyang Elementary School, Shanghai, 201102, China
6.Shanghai Zhanyi Children Develop Interlligence Center, Shanghai, 200333, China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Fan, Lei,Cao, Wei,Duan, Huiyu,et al. Screening of Autism Spectrum Disorder Using Novel Biological Motion Stimuli[C], 2021, 371-384.
APA Fan, Lei., Cao, Wei., Duan, Huiyu., Du, Yasong., Chen, Jing., Hou, Siqian., Zhu, Hong., Xu, Na., Zhou, Jiantao., & Zhai, Guangtao (2021). Screening of Autism Spectrum Disorder Using Novel Biological Motion Stimuli. Communications in Computer and Information Science, 1390, 371-384.
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