6 citations · 7 across the 9 of their papers we have counts for
3 papers · 1 filter
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…
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…
Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces
Serkan Musellim, Dong-Kyun Han, Ji-Hoon Jeong +1
Brain-computer interface (BCI) is challenging to use in practice due to the inter/intra-subject variability of electroencephalography (EEG). The BCI system, in general, necessitate…