Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

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 fo...

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Bibliographic Details
Published in2011 IEEE International Workshop on Machine Learning for Signal Processing pp. 1 - 6
Main Authors Robben, A., Chumerin, N., Manyakov, N. V., Combaz, A., van Vliet, M., Van Hulle, M. M.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2011
Subjects
Accuracy
Electroencephalography
Frequency estimation
Noise
Object detection
Training
Visualization
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ISBN1457716216
9781457716218
ISSN1551-2541
DOI10.1109/MLSP.2011.6064548

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Summary: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.
ISBN:1457716216
9781457716218
ISSN:1551-2541
DOI:10.1109/MLSP.2011.6064548