Personal statement
I am a Reader at the University of Strathclyde working in the area of signal, image, video and hyperspectral data processing. I work on a number of research and industrial projects where I apply my expertise to address a wide range of challenges in many application areas. My activities range from analysing microscopic biological images to processing images captured during visual inspection of nuclear power plants.
My research interests can be summarised as: signal and image processing, hyperspectral imaging, video processing, artificial intelligence, machine learning, deep learning, image stitching, object detection and tracking and mathematical morphology.
In general, I am interested in extending and creating new image processing techniques to address real-world and industrially relevant challenges. For example, the outcomes of my research conducted during my PhD have been used in various research labs in the UK and in the USA. More recently, I have delivered the outcomes of my research in the form of novel software tools for a range of industrial end-users. I am currently the Strathclyde PI working in collaboration with the project PI at Lancaster on EP/V051059/1. This is an EPSRC funded project researching Autonomous Inspection for Responsive and Sustainable Nuclear Fuel Manufacture (AIRS-NFM). I also have a significant portfolio of industrially funded research.
Teaching
I currently teach two classes:
1) Image and Video Processing (5th year and Masters Level)
2) Digital Electronics (2nd Year)
I am also Year advisor for 4th and 5th year students on our Computer and Electronics Systems (CES) Degree.
Professional activities
- Automated detection of crack features in nuclear superheaters using deep learning with automatically labelled datasets
- Contributor
- 30/11/2021
- AUTOMATED GENERATION OF TRAINING DATASET FOR CRACK DETECTION IN NUCLEAR POWER PLANT COMPONENTS
- Contributor
- 16/6/2021
- Automated tracking of mitochondrial motility using image processing and epifluorescence microscopy
- Contributor
- 25/11/2020
- Environmental Association of Universities and Colleges - Annual Conference 2019
- Invited speaker
- 19/5/2019
More professional activities
Projects
- New Deep Learning Approaches for Image and Video Processing | Byrne, Luke
- Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator) Byrne, Luke (Research Co-investigator)
- 01-Jan-2022 - 01-Jan-2026
- DTP 2224 University of Strathclyde | Byrne, Luke
- Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator) Byrne, Luke (Research Co-investigator)
- 01-Jan-2022 - 01-Jan-2026
- Hyperspectral Classification of Space Objects
- Vasile, Massimiliano (Principal Investigator) Marshall, Stephen (Co-investigator) Murray, Paul (Co-investigator)
- 01-Jan-2022 - 31-Jan-2023
- Hyperspectral Imager for Space Surveillance and Tracking (NSTP)
- Vasile, Massimiliano (Principal Investigator) Marshall, Stephen (Co-investigator) Murray, Paul (Co-investigator)
- 08-Jan-2021 - 31-Jan-2022
- NNL Gamechangers GC_142 Phase 5 (Linked to 191761) Image Processing for Enhanced Visualisation
- Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator) West, Graeme (Co-investigator) Zabalza, Jaime (Co-investigator)
- 18-Jan-2021 - 31-Jan-2022
- panPIERS: artificial intelligence-informed time-of-disease risk assessment for women with pre-eclampsia
- Kavanagh, Kimberley (Principal Investigator) Murray, Paul (Co-investigator)
- 01-Jan-2021 - 31-Jan-2023
More projects
Address
Electronic and Electrical Engineering
Royal College
Royal College
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