A Spiral into the Mind

IF 1.4 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Maurice Koch, D. Weiskopf, K. Kurzhals
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引用次数: 2

Abstract

Comparing mobile eye tracking data from multiple participants without information about areas of interest (AOIs) is challenging because of individual timing and coordinate systems. We present a technique, the gaze spiral, that visualizes individual recordings based on image content of the stimulus. The spiral layout of the slitscan visualization is used to create a compact representation of scanpaths. The visualization provides an overview of multiple recordings even for long time spans and helps identify and annotate recurring patterns within recordings. The gaze spirals can also serve as glyphs that can be projected to 2D space based on established scanpath metrics in order to interpret the metrics and identify groups of similar viewing behavior. We present examples based on two egocentric datasets to demonstrate the effectiveness of our approach for annotation and comparison tasks. Our examples show that the technique has the potential to let users compare even long-term recordings of pervasive scenarios without manual annotation.
进入心灵的螺旋
由于不同的时间和坐标系统,在没有感兴趣区域(AOI)信息的情况下比较来自多个参与者的移动眼睛跟踪数据是具有挑战性的。我们提出了一种技术,凝视螺旋,根据刺激的图像内容可视化个人记录。狭缝扫描可视化的螺旋布局用于创建扫描路径的紧凑表示。可视化提供了多个记录的概览,即使是长时间跨度的记录,并有助于识别和注释记录中的重复模式。凝视螺旋还可以用作可以基于所建立的扫描路径度量投影到2D空间的字形,以便解释度量并识别相似观看行为的组。我们给出了基于两个以自我为中心的数据集的例子,以证明我们的方法在注释和比较任务中的有效性。我们的例子表明,该技术有潜力让用户在没有手动注释的情况下,甚至可以比较普遍场景的长期记录。
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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CiteScore
2.90
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0.00%
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