心灵镜子:使用脑电图和增强现实技术在你的头脑中观察你的大脑活动

Jonathan Mercier-Ganady, F. Lotte, E. Loup-Escande, M. Marchal, A. Lécuyer
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引用次数: 57

摘要

想象一下,你正对着一面镜子,同时看到你真实的身体和你大脑活动的虚拟显示,并完美地叠加在你真实的形象“在你真实的头骨里”。在本文中,我们介绍了一种新的增强现实范式,称为“心灵镜像”,它使“通过你自己的头”看到的体验,可视化你的大脑“在行动和原位”。我们的方法依赖于在电脑屏幕前放置一面半透明的镜子。虚拟大脑显示在屏幕上,并使用光学面部跟踪系统自动跟踪头部运动。在用户佩戴的脑电图帽(EEG)的帮助下,大脑活动被实时提取和处理。由于增加了一个记录用户后脑勺的网络摄像头,后视镜也被提出。使用脑电图分类技术可以测试一个神经反馈场景,在这个场景中,用户可以训练并逐步学习如何控制不同的精神状态,比如“集中”和“放松”。一项用户研究的结果是,将Neurofeedback中使用的标准可视化方法与我们的方法进行比较,结果表明Mind-Mirror可以成功使用,参与者特别欣赏它的创新和独创性。我们相信,除了在神经反馈和脑机接口方面的应用之外,心智镜还可以作为一种新颖的可视化工具用于教育、培训或娱乐应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Mind-Mirror: See your brain in action in your head using EEG and augmented reality
Imagine you are facing a mirror, seeing at the same time both your real body and a virtual display of your brain in activity and perfectly superimposed to your real image “inside your real skull”. In this paper, we introduce a novel augmented reality paradigm called “Mind-Mirror” which enables the experience of seeing “through your own head”, visualizing your brain “in action and in situ”. Our approach relies on the use of a semi-transparent mirror positioned in front of a computer screen. A virtual brain is displayed on screen and automatically follows the head movements using an optical face-tracking system. The brain activity is extracted and processed in real-time with the help of an electroencephalography cap (EEG) worn by the user. A rear view is also proposed thanks to an additional webcam recording the rear of the user's head. The use of EEG classification techniques enables to test a Neurofeedback scenario in which the user can train and progressively learn how to control different mental states, such as “concentrated” versus “relaxed”. The results of a user study comparing a standard visualization used in Neurofeedback to our approach showed that the Mind-Mirror could be successfully used and that the participants have particularly appreciated its innovation and originality. We believe that, in addition to applications in Neurofeedback and Brain-Computer Interfaces, the Mind-Mirror could also be used as a novel visualization tool for education, training or entertainment applications.
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