Gaze Tracker Accuracy and Precision Measurements in Virtual Reality Headsets

J. Kangas, Olli Koskinen, R. Raisamo
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引用次数: 1

Abstract

To effectively utilize a gaze tracker in user interaction it is important to know the quality of the gaze data that it is measuring. We have developed a method to evaluate the accuracy and precision of gaze trackers in virtual reality headsets. The method consists of two software components. The first component is a simulation software that calibrates the gaze tracker and then performs data collection by providing a gaze target that moves around the headset's field-of-view. The second component makes an off-line analysis of the logged gaze data and provides a number of measurement results of the accuracy and precision. The analysis results consist of the accuracy and precision of the gaze tracker in different directions inside the virtual 3D space. Our method combines the measurements into overall accuracy and precision. Visualizations of the measurements are created to see possible trends over the display area. Results from selected areas in the display are analyzed to find out differences between the areas (for example, the middle/outer edge of the display or the upper/lower part of display).
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虚拟现实头戴式耳机中注视跟踪器的精度和精度测量
为了在用户交互中有效地利用凝视跟踪器,了解它所测量的凝视数据的质量是很重要的。我们开发了一种方法来评估虚拟现实头戴式设备中注视跟踪器的准确性和精密度。该方法由两个软件组件组成。第一个组件是一个模拟软件,用于校准凝视跟踪器,然后通过提供一个在头戴式耳机的视野中移动的凝视目标来执行数据收集。第二个组件对记录的注视数据进行离线分析,并提供一些准确度和精度的测量结果。分析结果包括注视跟踪器在虚拟三维空间内不同方向的精度和精度。我们的方法将测量结果综合到整体准确度和精密度上。创建测量的可视化,以查看显示区域上可能的趋势。分析显示中选定区域的结果,找出区域之间的差异(例如,显示的中/外边缘或显示的上/下部分)。
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