网络摄像头与远程眼动追踪的比较

K. Wisiecka, Krzysztof Krejtz, I. Krejtz, Damian Sromek, Adam Cellary, Beata Lewandowska, A. Duchowski
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引用次数: 18

摘要

我们比较了基于网络摄像头的眼动追踪与远程眼动追踪的测量误差和有效性,以及两者的软件集成。我们进行了一项n = 83名参与者的研究,包括在三种受试者之间的实验条件下(基于网络摄像头、远程和集成)进行点检测任务和情感视觉搜索任务。我们分析了基于位置(例如,注视)和基于过程的眼动追踪指标(环境焦点注意力动力学)。尽管网络摄像头眼动追踪的测量误差较高,但我们在三种实验条件下的结果都符合理论预期。例如,第一次注视快乐面孔的时间明显短于第一次注视悲伤面孔的时间(快乐优势效应)。正如预期的那样,我们还观察到根据视觉刺激的复杂性,从环境注意力到焦点注意力的转换。我们得出结论,基于网络摄像头的眼动追踪是一种可行的、低成本的远程眼动追踪替代方案。
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Comparison of Webcam and Remote Eye Tracking
We compare the measurement error and validity of webcam-based eye tracking to that of a remote eye tracker as well as software integration of both. We ran a study with n = 83 participants, consisting of a point detection task and an emotional visual search task under three between-subjects experimental conditions (webcam-based, remote, and integrated). We analyzed location-based (e.g., fixations) and process-based eye tracking metrics (ambient-focal attention dynamics). Despite higher measurement error of webcam eye tracking, our results in all three experimental conditions were in line with theoretical expectations. For example, time to first fixation toward happy faces was significantly shorter than toward sad faces (the happiness-superiority effect). As expected, we also observed the switch from ambient to focal attention depending on complexity of the visual stimuli. We conclude that webcam-based eye tracking is a viable, low-cost alternative to remote eye tracking.
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