Search Results for author: Joe Lemley

Found 6 papers, 0 papers with code

Heart Rate Detection Using an Event Camera

no code implementations21 Sep 2023 Aniket Jagtap, RamaKrishna Venkatesh Saripalli, Joe Lemley, Waseem Shariff, Alan F. Smeaton

Ground-truth HR measurements obtained using conventional methods were used to evaluate of the accuracy of automatic detection of HR from event camera data.

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

Event-based YOLO Object Detection: Proof of Concept for Forward Perception System

no code implementations14 Dec 2022 Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter Corcoran

The focus is on building efficient state-of-the-art object detection networks with better inference results for fast-moving forward perception using an event camera.

object-detection Object Detection

Control and Evaluation of Event Cameras Output Sharpness via Bias

no code implementations25 Oct 2022 Mehdi Sefidgar Dilmaghani, Waseem Shariff, Cian Ryan, Joe Lemley, Peter Corcoran

To increase the users degree of freedom in controlling the output of these cameras, such as changing the sensitivity of the sensor to light changes, controlling the number of generated events and other similar operations, the camera manufacturers usually introduce some tools to make sensor level changes in camera settings.

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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