Title :
The Mind-Mirror: See your brain in action in your head using EEG and augmented reality
Author :
Mercier-Ganady, Jonathan ; Lotte, Fabien ; Loup-escande, Emilie ; Marchal, Maud ; Lecuyer, A.
fDate :
March 29 2014-April 2 2014
Abstract :
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.
Keywords :
augmented reality; brain-computer interfaces; data visualisation; electroencephalography; signal classification; EEG cap; EEG classification techniques; Mind-Mirror paradigm; augmented reality paradigm; brain activity; brain visualization; brain-computer interface; electroencehalography; neurofeedback scenario; optical face-tracking system; semi-transparent mirror; through-your-own-head seeing experience; virtual brain; Brain; Electroencephalography; Head; Mirrors; Neurofeedback; Surface topography; Visualization; Augmented Reality; BCI; Brain Activity; EEG; Mirror; Visualization;
Conference_Titel :
Virtual Reality (VR), 2014 iEEE
Conference_Location :
Minneapolis, MN
DOI :
10.1109/VR.2014.6802047