Smartphone eye tracking toolbox: accurate gaze recovery on mobile displays

L. Paletta, H. Neuschmied, M. Schwarz, G. Lodron, M. Pszeida, Stefan Ladstätter, P. Luley
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引用次数: 23

Abstract

Human Interaction with mobile devices has recently been estab-lished as application field in eye tracking research. Current technologies for gaze recovery on mobile displays cannot enable fully natural interaction with the mobile device: users are condi-tioned to interact with tightly mounted displays or distracted by markers in their view. We propose a novel approach that cap-tures point-of-regards (PORs) with eye tracking glasses (ETG) and then uses computer vision methodology for the robust local-ization of the smartphone in the head camera video. We present an integrated software package, i.e., the Smartphone Eye Track-ing Toolbox (SMET) that enables accurate gaze recovery on mobile displays with heat mapping of recent attention. We re-port the performance of the computer vision approach and demonstrate it with various natural interaction scenarios using the SMET Toolbox, enable ROI settings on the mobile display and show results from eye movement analysis, such as, ROI dwell time and statistics on eye gaze event (saccades, fixations).
智能手机眼动追踪工具箱:在移动显示器上精确的注视恢复
人类与移动设备的互动是近年来眼动追踪研究的一个应用领域。目前移动显示器上的注视恢复技术无法实现与移动设备的完全自然交互:用户习惯于与紧密安装的显示器进行交互,或者被视线中的标记分散注意力。我们提出了一种新颖的方法,用眼动追踪眼镜(ETG)捕捉关注点(por),然后使用计算机视觉方法在头部摄像头视频中对智能手机进行鲁棒局部化。我们提出了一个集成的软件包,即智能手机眼动追踪工具箱(SMET),它可以在移动显示器上精确地恢复最近注意的热图。我们报告了计算机视觉方法的性能,并使用SMET工具箱在各种自然交互场景中进行了演示,在移动显示器上启用ROI设置,并显示眼动分析的结果,例如ROI停留时间和眼睛注视事件(扫视,注视)的统计数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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