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
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;
Conference_Titel :
Machine Learning for Signal Processing (MLSP), 2011 IEEE International Workshop on
Conference_Location :
Santander
Print_ISBN :
978-1-4577-1621-8
Electronic_ISBN :
1551-2541
DOI :
10.1109/MLSP.2011.6064548