Autism, eye-tracking, entropy

Frederick Shic, K. Chawarska, Jessica Bradshaw, B. Scassellati
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引用次数: 59

Abstract

Using eye-tracking, we examine the scanning patterns of 2 year old and 4 year old toddlers with and without autism spectrum disorder as they view static images of faces. We use several measures, such as the entropy of scanning patterns, in order to characterize the differences in attention towards faces by these children. We find a differential pattern of both fine attention (towards specific regions of the face) as well as gross attention (looking at the faces at all) which seem to suggest different developmental trajectories for the two groups of children. We discuss the implications of these trends and the development of simple, effective, and robust measures and methodology for evaluating scanning patterns.
自闭症,眼球追踪,熵
使用眼球追踪技术,我们研究了两岁和四岁的幼儿在观看静态人脸图像时的扫描模式,这些幼儿有和没有自闭症谱系障碍。我们使用了几种测量方法,如扫描模式熵,以表征这些儿童对面孔的注意差异。我们发现细微注意力(对面部特定区域的注意力)和粗重注意力(看所有的脸)的不同模式,这似乎表明两组儿童的不同发展轨迹。我们讨论了这些趋势的含义,以及用于评估扫描模式的简单、有效和可靠的措施和方法的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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