Effect of EMG Artifacts on Video Category Classification from EEG

1-3 September, 2017| Category: Conference| Authors: MR Bashar, RS Tipu, AK Mutasim, MA Amin
In the Joint 2017 6th International Conference on Informatics, Electronics & Vision (ICIEV) & 1st International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Himeji, Hyogo, Japan

Abstract

EEG (electroencephalography) signals are highly susceptible to noise. Mixture of artifacts like EOG (electrooculography) and EMG (electromyography) with the EEG signals are inevitable. In this paper, we present our findings of the effects of EMG artifacts on EEG signals to categorize videos. The experiments suggest that for video category classification using EEG, signals with EMG artifacts have more discriminating capacity.

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