Patrick Denny
Academic
Contact Details
University of Limerick
“Prof. Patrick Denny is a Lecturer in the Dept. of Electronic and Computer Engineering at the University of Limerick and an Adjunct Professor of Engineering at the University of Galway.
He has extensive industrial and academic experience with over 20 years of automotive engineering experience internationally as a senior engineer designing and developing radiofrequency and imaging systems for BMW, Daimler, Land Rover, Ford, VW, Audi, Volvo and other major car companies. He is the founder of several conferences, working groups and standards bodies and has a large portfolio of patents and publications. His experience includes imaging systems, sensing, industrialization, artificial intelligence and computer vision and is elaborated on LinkedIn, Orcid, Google Scholar and Google Patents”
Publications
2025
Courtney, Jane, Denny, Patrick, Sistu, Ganesh, Yogamani, Senthil.
2025.
Let’s Go Bananas: Beyond Bounding Box Representations for Fisheye Camera-Based Object Detection in Autonomous Driving.
Sensors, 25(12).
doi: 10.3390/s25123735.
Brophy, Tim, Deegan, Brian, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Mullins, Darragh, Parsi, Ashkan, Ward, Enda.
2025.
Analysis of the Impact of Rain on Perception in Automated Vehicle Applications.
IEEE Open Journal of Vehicular Technology, PP, 1-16.
doi: 10.1109/OJVT.2025.3553718.
2024
Clancy, Joseph, Deegan, Brian, Denny, Patrick, Eising, Ciar{~A}{textexclamdown}n, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Mullins, Darragh, Ward, Enda.
2024.
Wireless Access for V2X Communications: Research, Challenges and Opportunities.
IEEE Communications Surveys & Tutorials, 1-1.
doi: 10.1109/COMST.2024.3384132.
Deegan, Brian, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Lin, Hao, Mullins, Darragh, Parsi, Ashkan, Ward, Enda.
2024.
A Study on Data Selection for Object Detection in Various Lighting Conditions for Autonomous Vehicles.
Journal of Imaging, 10, 153.
doi: 10.3390/jimaging10070153.
Cheke, Ramchandra, Denny, Patrick, Eising, Ciar{~A}{textexclamdown}n, Van De Ven, Pepijn.
2024.
PatchLoc: Embedded Patch Localization Pretext Task for Tumor Segmentation in Medical Images.
IEEE Access, 12, 66845-66857.
doi: 10.1109/ACCESS.2024.3399628.
Collins, Fiachra, Deegan, Brian, Denny, Patrick, Glavin, Martin, Jones, Edward, Lin, Hao, Molloy, Dara, Mullins, Darragh, Ward, Enda.
2024.
Optimizing Camera Exposure Time for Automotive Applications.
Sensors, 24, 5135.
doi: 10.3390/s24165135.
Clancy, Joseph, Deegan, Brian, Denny, Patrick, Glavin, Martin, Hassett, Sean, Jones, Edward, Leahy, James, Molloy, Dara, Ward, Enda.
2024.
Evaluating the Feasibility of Intelligent Blind Road Junction V2I Deployments.
Smart Cities, 7, 973{textendash}990.
doi: 10.3390/smartcities7030041.
Denny, Patrick, Eising, Ciaran, Singh, Aryan, Van De Ven, Pepijn.
2024.
Dynamic Filter Application in Graph Convolutional Networks for Enhanced Spectral Feature Analysis and Class Discrimination in Medical Imaging.
IEEE Access, 12, 113259-113274.
doi: 10.1109/ACCESS.2024.3444042.
Agnew, Cathaoir, Denny, Patrick, Eising, Ciaran, Grua, Eoin M., Heffernan, Mark, Mewada, Dishant, Scanlan, Anthony, Tierney, Ken, Van De Ven, Pepijn.
2024.
Contamination Detection From Highly Cluttered Waste Scenes Using Computer Vision.
IEEE Access, 12, 129434-129446.
doi: 10.1109/ACCESS.2024.3456469.
2023
Brian Deegan, Brophy, Tim, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Mullins, Darragh, Parsi, Ashkan, Ward, Enda.
2023.
A Review of the Impact of Rain on Camera-Based Perception in Automated Driving Systems.
IEEE Access, 11, 67040-67057.
doi: 10.1109/ACCESS.2023.3290143.
Agnew, Cathaoir, Denny, Patrick, Eising, Ciaran, Grua, Eoin M., Scanlan, Anthony, Van De Ven, Pepijn.
2023.
Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance.
IEEE Access, 11, 25174-25188.
doi: 10.1109/ACCESS.2023.3256723.
Brian Deegan, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Moreno, Esteban, Mullins, Darragh, Parsi, Ashkan, Ward, Enda.
2023.
Pedestrian Crossing Intention Forecasting at Unsignalized Intersections Using Naturalistic Trajectories.
Sensors, 23, 2773.
doi: 10.3390/s23052773.
Braun, Alexander, Brian Deegan, Denny, Patrick, Dingness, Robert, Iacomussi, Paola.
2023.
Is It Time For A Non-Biological Reference Observer.
doi: 10.25039/x50.2023.OP029.
Brian Deegan, Clancy, Joseph, Denny, Patrick, Glavin, Martin, Jones, Edward, Mullins, Darragh, Ward, Enda.
2023.
Investigating the Effect of Handover on Latency in Early 5G NR Deployments for C-V2X Network Planning.
IEEE Access, 11.
doi: 10.1109/ACCESS.2023.3334162.
Brian Deegan, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Molloy, Dara, Mullins, Darragh, Ward, Enda.
2023.
Impact of ISP Tuning on Object Detection.
Journal of Imaging, 9, 260.
doi: 10.3390/jimaging9120260.
Brian Deegan, Clancy, Joseph, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Mullins, Darragh, Ward, Enda.
2023.
Feasibility Study of V2X Communications in Initial 5G NR Deployments.
IEEE Access, 11, 75269-75284.
doi: 10.1109/ACCESS.2023.3296089.
Brian Deegan, Cahill, Jordan, Denny, Patrick, Eising, Ciaran, Glavin, Martin, Horgan, Jonathan, Jones, Edward, Mullins, Darragh, Parsi, Ashkan, Ward, Enda.
2023.
Exploring the Viability of Bypassing the Image Signal Processor for CNN-Based Object Detection in Autonomous Vehicles.
IEEE Access, 11, 42302-42313.
doi: 10.1109/ACCESS.2023.3270710.
Denny, Patrick, Eising, Ciaran, Singh, Aryan, Ven, Pepijn.
2023.
Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical Images.
doi: 10.48550/arXiv.2311.07321.
Denny, Patrick, Eising, Ciaran, Singh, Aryan, Ven, Pepijn.
2023.
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification.
In: the Irish Machine Vision and Image Processing Conference 2023.