Title :
Virtual interactions: Can EEG Help Make the Difference with Real Interaction?
Author :
Rzepecki, Jan ; Delcourt, Jonathan ; Silva, Matthieu Perreira Da ; Le Callet, Patrick
Author_Institution :
IRCCyN, Univ. of Nantes La Chantrerie, Nantes, France
Abstract :
Science and technology progress fast, but mouse and keyboard are still used to control multimedia devices. One of the limiting factors of gesture based HCIs adoption is the detection of the user´s intention to interact. This study tries to make a step in that direction with use of consumer EEG sensor headset. EEG headset records in real-time data that can help to identify intention of the user based on his emotional state. For each subject EEG responses for different stimuli are recorded. Acquiring these data allows to determine the potential of EEG based intention detection. The findings are promising and with proper implementation should allow to building a new type of HCI devices.
Keywords :
brain-computer interfaces; electroencephalography; gesture recognition; human computer interaction; medical signal processing; EEG based intention detection; EEG response; HCI device; brain computer interface; consumer EEG sensor headset; emotional state; gesture based HCI adoption; keyboard; mouse; multimedia device; real interaction; real-time data; science and technology; stimuli; user intention detection; virtual interaction; Accuracy; Computers; Electroencephalography; Headphones; Human computer interaction; Support vector machines; Visualization; Brain Computer Interface; Electroencephalography; Human Computer Interaction;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2012 IEEE International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-2027-6
DOI :
10.1109/ICMEW.2012.33