Showing eess.SPShow all
2 papers · 1 filter
eess.SP2023
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization
Dong-Young Kim, Dong-Kyun Han, Seo-Hyeon Park +2
Abnormal driver states, particularly have been major concerns for road safety, emphasizing the importance of accurate drowsiness detection to prevent accidents. Electroencephalogra…
eess.SP2022
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…