Eye Tracking in Virtual Reality: Vive Pro Eye Spatial Accuracy, Precision, and Calibration Reliability.

IF 1.3 4区 心理学 Q3 OPHTHALMOLOGY
Journal of Eye Movement Research Pub Date : 2022-09-07 eCollection Date: 2022-01-01 DOI:10.16910/jemr.15.3.3
Immo Schuetz, Katja Fiehler
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引用次数: 0

Abstract

A growing number of virtual reality devices now include eye tracking technology, which can facilitate oculomotor and cognitive research in VR and enable use cases like foveated rendering. These applications require different tracking performance, often measured as spatial accuracy and precision. While manufacturers report data quality estimates for their devices, these typically represent ideal performance and may not reflect real-world data quality. Additionally, it is unclear how accuracy and precision change across sessions within the same participant or between devices, and how performance is influenced by vision correction. Here, we measured spatial accuracy and precision of the Vive Pro Eye built-in eye tracker across a range of 30 visual degrees horizontally and vertically. Participants completed ten measurement sessions over multiple days, allowing to evaluate calibration reliability. Accuracy and precision were highest for central gaze and decreased with greater eccentricity in both axes. Calibration was successful in all participants, including those wearing contacts or glasses, but glasses yielded significantly lower performance. We further found differences in accuracy (but not precision) between two Vive Pro Eye headsets, and estimated participants' inter-pupillary distance. Our metrics suggest high calibration reliability and can serve as a baseline for expected eye tracking performance in VR experiments.

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虚拟现实中的眼动追踪:Vive Pro 眼球空间精确度、精度和校准可靠性。
现在,越来越多的虚拟现实设备都包含眼球跟踪技术,这有助于在虚拟现实中开展眼球运动和认知研究,并实现诸如有焦点渲染等用例。这些应用需要不同的跟踪性能,通常以空间准确度和精确度来衡量。虽然制造商会报告其设备的数据质量估计值,但这些估计值通常代表理想性能,可能无法反映真实世界的数据质量。此外,准确度和精确度在同一参与者或不同设备之间的不同过程中如何变化,以及视力矫正对性能的影响如何,目前尚不清楚。在此,我们测量了 Vive Pro Eye 内置眼动追踪器在水平和垂直方向 30 可视度范围内的空间准确度和精确度。参与者在多天内完成了十次测量,从而评估了校准的可靠性。中心注视的准确度和精确度最高,随着两个坐标轴偏心率的增加,准确度和精确度均有所下降。所有参与者,包括戴隐形眼镜或眼镜的人,都能成功进行校准,但戴眼镜的人校准效果明显较差。我们进一步发现了两款 Vive Pro Eye 头显在准确度(而非精确度)上的差异,并估算了参与者的瞳间距离。我们的指标表明校准可靠性很高,可以作为 VR 实验中预期眼动追踪性能的基准。
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来源期刊
CiteScore
2.90
自引率
33.30%
发文量
10
审稿时长
10 weeks
期刊介绍: The Journal of Eye Movement Research is an open-access, peer-reviewed scientific periodical devoted to all aspects of oculomotor functioning including methodology of eye recording, neurophysiological and cognitive models, attention, reading, as well as applications in neurology, ergonomy, media research and other areas,
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