AOI Rivers for Visualizing Dynamic Eye Gaze Frequencies
AOI Rivers for Visualizing Dynamic Eye Gaze Frequencies
复制标题
DOI：
10.1111/cgf.12115
复制
发表时间：
2013-06-01
影响因子：
2.5
通讯作者：
Weiskopf, Daniel
中科院分区：
文献类型：
--
作者：
Burch, Michael;Kull, Andreas;Weiskopf, Daniel
由于眼睛注视轨迹数据具有复杂的时空结构，因此难以对常用的视觉任务求解策略进行探索和分析。特别是，传统的眼睛凝视图的扫描路径失败了大量的研究参与者，因为这些图导致很多视觉混乱。为了解决这个问题，我们引入AOI河流技术作为一种新的交互式可视化方法，用于研究时变注视频率，感兴趣区域（AOI）之间的过渡，以及在眼动跟踪实验的视觉刺激中凝视访问AOI的顺序。为此，我们扩展了ThemeRiver技术的影响，流出物，和过渡类似的概念桑基图。AOI Rivers可视化通过热图、凝视图或视觉刺激显示形式的数据链接空间视图进行补充。我们的技术的有用性证明了在以前进行的眼动跟踪实验中记录的注视轨迹数据。
It is difficult to explore and analyze eye gaze trajectories for commonly applied visual task solution strategies because such data shows complex spatio-temporal structure. In particular, the traditional eye gaze plots of scan paths fail for a large number of study participants since these plots lead to much visual clutter. To address this problem we introduce the AOI Rivers technique as a novel interactive visualization method for investigating time-varying fixation frequencies, transitions between areas of interest (AOIs), and the sequential order of gaze visits to AOIs in a visual stimulus of an eye tracking experiment. To this end, we extend the ThemeRiver technique by influents, effluents, and transitions similar to the concept of Sankey diagrams. The AOI Rivers visualization is complemented by linked spatial views of the data in the form of heatmaps, gaze plots, or display of the visual stimulus. The usefulness of our technique is demonstrated for gaze trajectory data recorded in a previously conducted eye tracking experiment.