Introducing the EmteqVR Interface for Affect Detection in Virtual Reality

I. Mavridou, E. Seiss, Theodoros Kostoulas, M. Hamedi, E. Balaguer-Ballester, C. Nduka
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引用次数: 2

Abstract

This paper introduces the wearable technology EmteqVR ™ which can detect facial expressions and physiological responses from the user's facial area whilst the user is wearing a commercial Virtual Reality head mounted display (HMD). This EmteqVR interface, an evolution of the earlier prototype called “Faceteq”, comprises nine biometric sensors including f-EMG, PPG and IMU, enabling it to detect the affective state of the user in real time. This newly developed technology can revolutionize the way we collect data, design experiences and interact within Virtual, Mixed and Augmented Realities. In addition, this novel approach could assist in healthcare interventions and future experimental studies. Our team developed a Virtual Reality experience specifically designed to induce various emotional responses to users. We will demonstrate how the current interface and a custom expression detection algorithm are used in real-time to provide feedback on the user's affective state within Virtual Reality.
介绍了EmteqVR虚拟现实情感检测接口
本文介绍了EmteqVR™可穿戴技术,该技术可以在用户佩戴商用虚拟现实头戴式显示器(HMD)时检测用户面部区域的面部表情和生理反应。这款EmteqVR界面是在早期原型“Faceteq”的基础上发展而来,由9个生物识别传感器组成,包括f-EMG、PPG和IMU,使其能够实时检测用户的情感状态。这项新开发的技术可以彻底改变我们在虚拟、混合和增强现实中收集数据、设计体验和交互的方式。此外,这种新方法可以帮助医疗保健干预和未来的实验研究。我们的团队开发了一种虚拟现实体验,专门用于诱导用户的各种情绪反应。我们将演示如何实时使用当前界面和自定义表情检测算法来提供虚拟现实中用户情感状态的反馈。
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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