Search Results for author: Paul Kielty

Found 3 papers, 0 papers with code

Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras

no code implementations15 Aug 2023 Paul Kielty, Cian Ryan, Mehdi Sefidgar Dilmaghani, Waseem Shariff, Joe Lemley, Peter Corcoran

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.

Binary Classification

Neuromorphic Sensing for Yawn Detection in Driver Drowsiness

no code implementations4 May 2023 Paul Kielty, Mehdi Sefidgar Dilmaghani, Cian Ryan, Joe Lemley, Peter Corcoran

An additional 12300 frames were generated from event simulations of a public dataset to test against other methods.

Autonomous Driving

Real-Time Face & Eye Tracking and Blink Detection using Event Cameras

no code implementations16 Oct 2020 Cian Ryan, Brian O Sullivan, Amr Elrasad, Joe Lemley, Paul Kielty, Christoph Posch, Etienne Perot

Driver monitoring systems (DMS) are in-cabin safety systems designed to sense and understand a drivers physical and cognitive state.

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