DocumentCode
2131074
Title
Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction
Author
Robben, Arne ; Chumerin, Nikolay ; Manyakov, Nikolay V. ; Combaz, Adrien ; Van Vliet, Marijn ; Van Hulle, Marc M.
Author_Institution
Lab. voor Neuro- en Psychofysiologie, K.U. Leuven, Leuven, Belgium
fYear
2011
fDate
18-21 Sept. 2011
Firstpage
1
Lastpage
6
Abstract
In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.
Keywords
brain-computer interfaces; handicapped aids; object detection; brain computer interfacing; motor impairments; patients; subject-environment interaction; visual object detection; Accuracy; Electroencephalography; Frequency estimation; Noise; Object detection; Training; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning for Signal Processing (MLSP), 2011 IEEE International Workshop on
Conference_Location
Santander
ISSN
1551-2541
Print_ISBN
978-1-4577-1621-8
Electronic_ISBN
1551-2541
Type
conf
DOI
10.1109/MLSP.2011.6064548
Filename
6064548
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