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Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras
In a binary classification task, the fastened/unfastened frames were identified with an F1 score of 0. 989 and 0. 944 on the simulated and real test sets respectively.
Neuromorphic Sensing for Yawn Detection in Driver Drowsiness
An additional 12300 frames were generated from event simulations of a public dataset to test against other methods.
Real-Time Face & Eye Tracking and Blink Detection using Event Cameras
Driver monitoring systems (DMS) are in-cabin safety systems designed to sense and understand a drivers physical and cognitive state.
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