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Quantifying the Impact of Myopia on Visual Perception in Children Through Eye Tracking
Liu, Xi1,2,3; Yan, Xiangyu4; You, Jialu5; Wang, Yuqi1,2; Dang, Ruochen1,2,3; Hu, Bingliang1,2; Zhang, Le5; Wang, Quan1,2
2023
会议名称8th International Conference on Image, Vision and Computing, ICIVC 2023
会议录名称2023 8th International Conference on Image, Vision and Computing, ICIVC 2023
页码607-612
会议日期2023 - 7 - 27
会议地点Dalian, China
出版者Institute of Electrical and Electronics Engineers Inc.
产权排序1
摘要

Myopia is a prevalent ocular disorder that often develops in early childhood and affects children's vision as well as potential cognitive ability throughout crucial developmental stages. While earlier studies have shown how myopia affects cognitive processes such as intermittent memory in adults, there are currently few straightforward scientific explanations for how myopia affects visual cognitive performance. In order to examine the relevant visual behavior through the patterns of children's eye movements, this study used eye tracking technology to collect eye movement data from children aged 8 to 10 years during a natural reading task and an image recognition task. The cognitive abilities of the control group and children with varied degrees of myopia were quantitatively measured using the MoCA. The results revealed no significant differences in the ability to interpret textual materials throughout the natural reading task. However, in the visual image recognition task, there were significant differences between the control group and the moderate myopia group in the first saccade start time to target pictures (p = 0.047 by independent sample Kruskal-Wallis test), indicating that children with moderate myopia might have slower recognition than their peers with normal vision. These results offered additional evidence that myopia could have a detrimental effect on children's vision-related cognitive function. © 2023 IEEE.

关键词myopia eye tracking cognitive function memory visual recognition
作者部门光谱成像技术研究室
DOI10.1109/ICIVC58118.2023.10270520
收录类别EI
ISBN号9798350335231
语种英语
EI入藏号20234515020714
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/96877
专题光谱成像技术研究室
通讯作者Wang, Quan
作者单位1.Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Key Laboratory of Spectral Imaging Technology, Xi'an, China;
2.Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Key Laboratory of Biomedical Spectroscopy of xi'An, Xi'an, China;
3.University of Chinese Academy of Sciences, Beijing, China;
4.Xi'An Gaoxin No.1 High School, Xi'an, China;
5.Northwest Women and Children's Hospital, Department of Ophthalmology, Xi'an, China
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Liu, Xi,Yan, Xiangyu,You, Jialu,et al. Quantifying the Impact of Myopia on Visual Perception in Children Through Eye Tracking[C]:Institute of Electrical and Electronics Engineers Inc.,2023:607-612.
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