Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation

Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin

Drowsiness reduces concentration and increases response time, which causes fatal road accidents. Monitoring drivers' drowsiness levels by electroencephalogram (EEG) and taking acti…