Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals

Chen Zheng,Muxiao Zi,Wenjie Jiang,Mengdi Chu,Yan Zhang,Jirui Yuan,Guyue Zhou,Jiangtao Gong,Chen Zheng,Muxiao Zi,Wenjie Jiang,Mengdi Chu,Yan Zhang,Jirui Yuan,Guyue Zhou,Jiangtao Gong

As autonomous driving systems prevail, it is becoming increasingly critical that the systems learn from databases containing fine-grained driving scenarios. Most databases currently available are human-annotated; they are expensive, time-consuming, and subject to behavioral biases. In this paper, we provide initial evidence supporting a novel technique utilizing drivers' electroencephalography (EE...