Residential College | false |
Status | 已發表Published |
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![]() ![]() | |
2021-03-14 | |
Conference Name | IFTC 2020: Digital TV and Wireless Multimedia Communication |
Source Publication | Communications in Computer and Information Science
![]() |
Volume | 1390 |
Pages | 371-384 |
Conference Date | 2020-12-02 |
Conference Place | Shanghai |
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. |
Keyword | Asd Biological Motion Eye Tracking Insistence On Sameness Svm |
DOI | 10.1007/978-981-16-1194-0_32 |
URL | View the original |
Language | 英語English |
Scopus ID | 2-s2.0-85103477144 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | Faculty of Science and Technology |
Corresponding Author | Zhai, Guangtao |
Affiliation | 1.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 Affilication | University 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. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment