Projects per year
Personal profile
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.
Expertise & Capabilities
- Signal Processing
- Image Processing
- Video Processing
- Hyperspectral Imaging
- Artificial Intelligence
- Machine Learning
- Deep Learning
- Image Stitching
- Mathematical Morphology
Teaching Interests
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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AI for Space Operations, Safety and Sustainability (A14S3)
Vasile, M., Clemente, C., Feng, J., Maddock, C., Marshall, S., Murray, P. & Riccardi, A.
1/03/24 → 31/03/25
Project: Research
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High speed single pixel imaging using a MicroLED-on-CMOS light projector
Johnstone, G. E., Gray, J., Bennett, S., Johnson, S. D., Higham, C. F., Dehkhoda, F., Xie, E., Herrnsdorf, J., Murray, P., Padgett, M. J., Murray-Smith, R., Henderson, R. K., Dawson, M. D. & Strain, M. J., 1 Jul 2024, In: Optics Express. 32, 14, p. 24615-24628 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
Enhanced video-level anomaly feature detection for nuclear power plant component inspections using the latency mechanism
Fei, Z., Manning, C., West, G. M., Murray, P. & Dobie, G., 18 Jun 2024, (E-pub ahead of print) In: Nuclear Technology. p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Downloads (Pure)
Datasets
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Angular Regions - Line Hough Transform (AR-LHT) Implementation on Field Programmable Gate Array (FPGA)
Northcote, D. (Creator), Crockett, L. H. (Contributor) & Murray, P. (Contributor), University of Strathclyde, 24 Jan 2019
DOI: 10.15129/c6f8abc4-4bcb-4657-b71f-be1b057a9b43, https://github.com/dnorthcote/arlht2fpga/tree/v1.0.0-beta and one more link, http://www.iscas2018.org/ (show fewer)
Dataset
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A Hough Evaluation Platform with PYNQ and Mathworks' HDL Coder
Northcote, D. (Creator), Crockett, L. H. (Supervisor), Murray, P. (Supervisor) & Stewart, R. (Supervisor), University of Strathclyde, 13 Jul 2020
DOI: 10.15129/4ec18371-3911-4e3e-823a-c65e38b7830f, https://github.com/dnorthcote/lht_framework
Dataset
Prizes
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Best Student Paper Award
Sakhalkar, Soumitra Ravindra (Recipient), Ren, Jinchang (Recipient), Hwang, Phil (Recipient) & Murray, Paul (Recipient), Feb 2015
Prize: Prize (including medals and awards)
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Best Student Paper Award
Northcote, David (Recipient), Crockett, Louise Helen (Recipient) & Murray, Paul (Recipient), 29 May 2018
Prize: Prize (including medals and awards)
File
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Enhanced Video-Level Anomaly Feature Detection for Nuclear Power Plant Component Inspections Using the Latency Mechanism
Zhouxiang Fei (Contributor), Andrew Young (Speaker), Graeme West (Contributor), Paul Murray (Contributor) & Gordon Dobie (Contributor)
17 Jul 2023Activity: Talk or presentation types › Oral presentation
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Automated detection of crack features in nuclear superheaters using deep learning with automatically labelled datasets
Zhouxiang Fei (Speaker), Graeme West (Contributor), Paul Murray (Contributor) & Gordon Dobie (Contributor)
30 Nov 2021Activity: Talk or presentation types › Oral presentation