3 papers
cs.LG2025
Calibration-Free EEG-based Driver Drowsiness Detection with Online Test-Time Adaptation
Geun-Deok Jang, Dong-Kyun Han, Seo-Hyeon Park +1
Drowsy driving is a growing cause of traffic accidents, prompting recent exploration of electroencephalography (EEG)-based drowsiness detection systems. However, the inherent varia…
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…
cs.AI2023
Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition
Dong-Kyun Han, Dong-Young Kim, Geun-Deok Jang
A brain-computer interface (BCI) can't be effectively used since electroencephalography (EEG) varies between and within subjects. BCI systems require calibration steps to adjust th…