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Neuromorphic Driver Monitoring Systems: A Proof-of-Concept for Yawn Detection and Seatbelt State Detection Using an Event Camera

Driver monitoring systems (DMS) are a key component of vehicular safety and essential for the transition from semi-autonomous to fully autonomous driving. Neuromorphic vision systems, based on event camera technology, provide advanced sensing in motion analysis tasks. In particular, the behaviours o...

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Main Authors: Paul Kielty, Mehdi Sefidgar Dilmaghani, Waseem Shariff, Cian Ryan, Joe Lemley, Peter Corcoran
Format: Artigo
Language:Inglês
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Driver monitoring
drowsiness detection
event camera
computer vision
CNN
LSTM
Online Access:https://ieeexplore.ieee.org/document/10239362/
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