A tutorial: Analyzing eye and head movements in virtual reality.

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL
ACS Applied Energy Materials Pub Date : 2024-12-01 Epub Date: 2024-08-08 DOI:10.3758/s13428-024-02482-5
Walter F Bischof, Nicola C Anderson, Alan Kingstone
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引用次数: 0

Abstract

This tutorial provides instruction on how to use the eye tracking technology built into virtual reality (VR) headsets, emphasizing the analysis of head and eye movement data when an observer is situated in the center of an omnidirectional environment. We begin with a brief description of how VR eye movement research differs from previous forms of eye movement research, as well as identifying some outstanding gaps in the current literature. We then introduce the basic methodology used to collect VR eye movement data both in general and with regard to the specific data that we collected to illustrate different analytical approaches. We continue with an introduction of the foundational ideas regarding data analysis in VR, including frames of reference, how to map eye and head position, and event detection. In the next part, we introduce core head and eye data analyses focusing on determining where the head and eyes are directed. We then expand on what has been presented, introducing several novel spatial, spatio-temporal, and temporal head-eye data analysis techniques. We conclude with a reflection on what has been presented, and how the techniques introduced in this tutorial provide the scaffolding for extensions to more complex and dynamic VR environments.

Abstract Image

教程:分析虚拟现实中的眼球和头部运动。
本教程介绍如何使用虚拟现实(VR)头盔内置的眼动跟踪技术,重点分析观察者位于全向环境中心时的头部和眼动数据。我们首先简要介绍了虚拟现实眼动研究与以往眼动研究的不同之处,并指出了当前文献中存在的一些不足。然后,我们从总体上介绍了用于收集 VR 眼球运动数据的基本方法,并结合我们收集的具体数据说明了不同的分析方法。接下来,我们将介绍有关 VR 数据分析的基本思想,包括参照系、如何映射眼球和头部位置以及事件检测。在下一部分,我们将介绍头部和眼睛的核心数据分析,重点是确定头部和眼睛的方向。然后,我们将对前面介绍的内容进行扩展,介绍几种新颖的空间、时空和时间头眼数据分析技术。最后,我们将反思所介绍的内容,以及本教程中介绍的技术如何为扩展到更复杂、更动态的 VR 环境提供支架。
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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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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