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.
翻译:由于单个的时间和坐标系统,比较多个参与者提供的没有兴趣领域信息的移动眼睛跟踪数据具有挑战性。我们展示了一种技术,即目视螺旋,根据刺激措施的图像内容可视化单个记录。剪切图像的螺旋版式设计用于创建扫描路径的缩略图。可视化提供了多个记录概览,即使时间很长,有助于识别和批注记录中反复出现的模式。眼螺旋也可以作为根据既定的扫描光谱测量标准预测为2D空间的图形,以便解释指标和识别相似的观察行为组。我们以两个以自我为中心的数据集为例,以展示我们用于批注和比较任务的方法的有效性。我们的例子表明,这种技术有可能让用户在不人工注解的情况下对普遍情景的长期记录进行比较。