视觉交互过程中的感觉唤醒和焦点注意

Oludamilare Matthews, Markel Vigo, S. Harper
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引用次数: 4

摘要

感知觉醒的机制有很多。它们中的大多数要么是侵入性的,容易产生偏见,成本高昂,需要技能来设置,要么不能为用户的兴奋测量提供额外的背景。我们通过眼动仪对瞳孔反应的分析提出唤醒检测。使用眼动仪,可以在用户交互过程中以不显眼的方式高保真地检测用户的焦点注意力。为了评估这一点,我们向41名参与者展示了12张由国际情感图片系统(IAPS)评定的不同唤醒水平的图像,同时他们报告了自己的唤醒水平。我们发现自我报告的唤醒与算法的唤醒评级之间存在适度的相关性,r(47)=0.46, p< 0.01。结果表明,眼动仪可以作为一种多感官设备来测量唤醒,并将唤醒水平与用户的焦点注意联系起来。我们预计,在未来,高保真网络摄像头可用于检测与用户注意力相关的唤醒,以提高可用性,UX和理解视觉行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensing Arousal and Focal Attention During Visual Interaction
There are many mechanisms to sense arousal. Most of them are either intrusive, prone to bias, costly, require skills to set-up or do not provide additional context to the user's measure of arousal. We present arousal detection through the analysis of pupillary response from eye trackers. Using eye-trackers, the user's focal attention can be detected with high fidelity during user interaction in an unobtrusive manner. To evaluate this, we displayed twelve images of varying arousal levels rated by the International Affective Picture System (IAPS) to 41 participants while they reported their arousal levels. We found a moderate correlation between the self-reported arousal and the algorithm's arousal rating, r(47)=0.46, p<.01. The results show that eye trackers can serve as a multi-sensory device for measuring arousal, and relate the level of arousal to the user's focal attention. We anticipate that in the future, high fidelity web cameras can be used to detect arousal in relation to user attention, to improve usability, UX and understand visual behaviour.
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