I received a Bachelor’s Degree in Computer Engineering from the University of Limerick in 2004, and an MSc In Biomedical Engineering from the University of Limerick in 2005.

I received a PhD in Biomedical Engineering from the National University of Ireland, Galway in 2011. The focus of my research was the relationship between blood pressure and cerebral blood flow in humans, and I have several journal publications, a patent and a number of conference presentations in this area.

From 2011 to 2022 I worked in Valeo Vision Systems as a Vision Research Engineer focusing on Image Quality. My main research focus is on high dynamic range imaging, LED flicker, topview harmonization algorithms, and the relationship between image quality and machine vision. Since 2014 I have been an official Valeo Expert on Image Quality. I have multiple patents relating to automotive image quality, and have presented at a number of conferences.

In 2022 I joined the Department of Electrical & Electronic Engineering at NUI Galway as a Lecturer and Researcher.

Publications

2025

Brophy, Tim, Deegan, Brian, Geever, Diarmaid, Glavin, Martin, Jones, Edward, Molloy, Dara, Ward, Enda. 2025. A Study on the Impact of Rain on Object Detection for Automotive Applications. IEEE Open Journal of Vehicular Technology, PP, 1-17. doi: 10.1109/OJVT.2025.3566251.
Brophy, Tim, Cormican, Robert, Deegan, Brian, Glavin, Martin, Jones, Edward, Mullins, Darragh, Ward, Enda. 2025. The Impact of Rain on Image Quality From Sensors on Connected and Autonomous Vehicles. IEEE Open Journal of Vehicular Technology, 6, 632-646. doi: 10.1109/OJVT.2025.3525853.
Brophy, Tim, Collins, Fiachra, Deegan, Brian, Delaney, Ethan, Glavin, Martin, Jones, Edward, Ward, Enda. 2025. Evaluating Event-Based Vision Sensing in Rain and Fog. IEEE Sensors Journal, 25, 31545-31562. doi: 10.1109/JSEN.2025.3584460.
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.
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.
Brophy, Tim, Deegan, Brian, Geever, Diarmaid, Glavin, Martin, Jones, Edward, Molloy, Dara. 2024. ISP Tuning for Improved Image Quality in Machine Vision. In: Electronic Imaging. doi: 10.2352/EI.2024.36.9.IQSP-257.
Cahill, J, Deegan, B, Glavin, M, Jones, E, Molly, D, Mullins, D, Ward, E. 2024. The Influence of Bayer Demosaic Algorithms on Spatiotemporal Frequency Response Measurements. IEEE Access. doi: 10.1109/ACCESS.2024.3491413.
Deegan, Brian, Glavin, Martin, Jones, Edward, Li, Jiarong, Shah, Imad Ali, Ward, Enda. 2024. Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models. In: 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). doi: 10.1109/WHISPERS65427.2024.10876494.
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.