摘要详情

ID / 提交时间

32 / 2023-08-29 11:37:45

标题

Human-Machine Interaction Assisted Autism Identification based on RepNet

关键字

ASD, AI, RepNet, Computer Vision, Detection

主题及专题

AI Applications in Engineering

状态

终稿

作者

Yingying Guo / GuangZhou University

Yi Ki Ho / GuangZhou University

Junyao Zhou / GuangZhou University

Xiaoyu Zhang / GuangZhou University

Yuting Wu / GuangZhou University

Jianyuan Liao / GuangZhou University

Jiayi Xie / GuangZhou University

Xiaohong Wen / GuangZhou University

Chunliang Zhang / GuangZhou University

摘要

This paper investigated the effectiveness of RepNet, a computer vision algorithm, having detection on repetitive actions among Autism Spectrum Disorder ASD. Recorded videos were utilized for testing purposes by understanding the effectiveness and matchup on RepNet. The research findings demonstrated that RepNet is highly effective and accurate in detecting repetitive actions in individuals with autism, showcasing its novel breakthrough in autism screening with artificial intelligence AI and the medical community.