用于用户注意力跟踪的自发网络摄像头实例

T. Robal
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引用次数: 2

摘要

眼动追踪是人机交互研究中应用的解决方案之一,用于研究用户如何与用户界面交互——他们关注的焦点在哪里,他们感兴趣的是什么,以及他们如何浏览页面上的内容。眼动追踪也被用来检测用户的注意力,甚至是走神。眼球追踪通常是通过使用特殊的硬件来实现的,这些昂贵的工具无法应用于大众。因此,这些跟踪器只适用于实验室条件下的研究。最新的技术进步已经能够使用商业级网络摄像头和特殊的软件来捕捉用户的目光。然而,校准仍然是一个需要克服的障碍。在此,我们在对照研究中探讨了自发眼动追踪方法的适用性及其与专业眼动追踪解决方案的准确性。我们特别关注眼动追踪在web用户界面中对焦点区域检测的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spontaneous Webcam Instance for User Attention Tracking
Eye tracking is one of the solutions applied in human-computer interaction research to study how users interact with user interfaces — where do they focus, what interests them and how do they browse through the content on the page. Eye tracking has also been used to detect user attention and even mind-wandering. Eye tracking is usually carried out by exploiting special hardware — expensive tools that cannot be applied to masses. Thereby, these trackers are only suitable for studies in lab conditions. The latest advancements in technology have enabled to use commercial grade webcams and special software for capturing user eye gaze. However, calibration still remains as a hurdle to overcome. Herein, we explore the applicability of spontaneous eye gaze tracking approach and its accuracy compared to a professional eye tracking solution in a controlled study. In particular, we focus on the applicability of eye tracking in a user-effortless way for focus area detection in web user interfaces.
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