共享凝视参数对增强现实视觉目标识别任务性能的影响

Nahal Norouzi, A. Erickson, Kangsoo Kim, Ryan Schubert, J. Laviola, G. Bruder, G. Welch
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引用次数: 18

摘要

增强现实(AR)技术为用户在涉及真实和虚拟内容的物理环境中进行协作提供了一个共享平台。为了提高增强现实用户之间的互动质量,研究人员提出了通过用户的凝视方向等具体线索来增强用户的人际空间。虽然有助于改善人际空间交流,但这种共享凝视环境存在与眼动追踪和网络相关的多种错误,可能会降低客观表现和主观体验。在本文中,我们进行了一项人类受试者研究,以了解当使用共享凝视线索在人群中识别目标时,准确度、精度、延迟和基于错误的退出对用户性能的影响。我们模拟了不同的错误量和目标距离,并通过参与者的反应时间和错误率来衡量他们的客观表现,通过问卷调查来衡量他们的主观经验和认知负荷。结果表明,模拟误差水平对被试成绩的影响大于目标距离,准确率和延迟对被试错误率的影响较大。我们还观察到参与者对自己表现的评估低于客观情况,并讨论了实际共享凝视应用的含义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of Shared Gaze Parameters on Visual Target Identification Task Performance in Augmented Reality
Augmented reality (AR) technologies provide a shared platform for users to collaborate in a physical context involving both real and virtual content. To enhance the quality of interaction between AR users, researchers have proposed augmenting users’ interpersonal space with embodied cues such as their gaze direction. While beneficial in achieving improved interpersonal spatial communication, such shared gaze environments suffer from multiple types of errors related to eye tracking and networking, that can reduce objective performance and subjective experience. In this paper, we conducted a human-subject study to understand the impact of accuracy, precision, latency, and dropout based errors on users’ performance when using shared gaze cues to identify a target among a crowd of people. We simulated varying amounts of errors and the target distances and measured participants’ objective performance through their response time and error rate, and their subjective experience and cognitive load through questionnaires. We found some significant differences suggesting that the simulated error levels had stronger effects on participants’ performance than target distance with accuracy and latency having a high impact on participants’ error rate. We also observed that participants assessed their own performance as lower than it objectively was, and we discuss implications for practical shared gaze applications.
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