Paul Kielty

PhD Student

Paul Kielty received his BE in electronic and computer engineering in 2021 from the University of Galway, where he also completed his PhD degree in 2025 and is now working as a postdoctoral researcher. His research focuses on computer vision with event cameras for in-cabin automotive systems to enhance driver safety.

Research Domains

Artificial Intelligence
Data Integration and Quality
Data Representation
Data Visualisation
Image and Video processing
Machine Learning

Publications by Paul Kielty

SynAdult: Multimodal Synthetic Adult Dataset Generation via Diffusion Models and Neuromorphic Event Simulation for Critical Biometric Applications

PUBLICATION:	IEEE Access
AUTHOR(S):	Muhammad Ali Farooq, Paul Kielty, Wang Yao, Peter Corcoran
DATE:	01 August 2025
TYPE:	Journal Articles

Face Detection Using Hybrid SNN-ANN to Process Neuromorphic Event Stream

PUBLICATION:	IEEE Access
AUTHOR(S):	Waseem Shariff, Paul Kielty, Joe Lemley, Peter Corcoran
DATE:	08 January 2025
TYPE:	Journal Articles

Event-Based Multi-Task Facial Landmark and Blink Detection

PUBLICATION:	IEEE Access
AUTHOR(S):	Paul Kielty, Cian Ryan, Waseem Shariff, Joe Lemley, Peter Corcoran
DATE:	10 March 2025
TYPE:	Journal Articles

Spiking-DD: neuromorphic event camera based driver distraction detection with spiking neural network

PUBLICATION:	IMVIP 2024 - 26th Irish Machine Vision and Image Processing Conference
AUTHOR(S):	Waseem Shariff, Paul Kielty, Joseph Lemley, Peter Corcoran
DATE:	10 January 2024
TYPE:	Conf papers

Neuromorphic Driver Monitoring Systems: A Computationally Efficient Proof-of-Concept for Driver Distraction Detection

PUBLICATION:	IEEE Open Journal of Vehicular Technology
AUTHOR(S):	Waseem Shariff, Mehdi Sefidga Dilmaghani, Paul Kielty, Joe Lemley, Muhammad Ali Farooq, Faisal Khan, Peter Corcoran
DATE:	18 October 2023
TYPE:	Journal Articles

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

PUBLICATION:	IEEE Access
AUTHOR(S):	Paul Kielty, Mehdi Sefidgar Dilmaghani, Waseem Shariff, Cian Ryan, Joe Lemley, Peter Corcoran
DATE:	05 September 2023
TYPE:	Journal Articles

Real-Time Multi-Task Facial Analytics with Event Cameras

PUBLICATION:	IEEE Access
AUTHOR(S):	Cian Ryan, Amr Elrasad, Waseem Shariff, Joe Lemley, Paul Kielty, Patrick Hurney, Peter Corcoran
DATE:	20 July 2023
TYPE:	Journal Articles

Paul Kielty

PhD Student

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Publications by Paul Kielty