• 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