Professor Stephen Marshall

Electronic and Electrical Engineering

Personal statement

I am a Professor in the Department of Electronic and Electrical Engineering where I am also Director of the Hyperspectral Imaging (HSI) Centre. The Centre carries out pure and applied research into all aspects of HSI and currently has 11 staff and researchers.

I am also the University's academic lead for the Verically Integrated Project (VIP) Program which brings together students, researchers and staff from across disciplines and academic years to tackle challenging problems.

Expertise

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Prize And Awards

Pioneering Program Implementation: Recipient; 10/5/2019
Best Paper Award: Recipient; 11/10/2018
IET V&I Best PhD Thesis Award (only one in UK per year): Recipient; 12/2016
Best Student Paper Award: Recipient; 9/2013

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Publications

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Publications

Digital twin challenges and opportunities for nuclear fuel manufacturing applications: Bandala Manuel, Chard Patrick, Cockbain Neil, Dunphy David, Eaves David, Hutchinson Daniel, Lee Darren, Ma Xiandong, Marshall Stephen, Murray Paul, Parker Andrew, Stirzaker Paul, Taylor C James, Zabalza Jaime, Joyce Malcolm J; Nuclear Engineering and Design Vol 420 (2024); https://doi.org/10.1016/j.nucengdes.2024.113013
Visualising structural barriers to interdisciplinary learning: Marshall Stephen, Strachan Scott, O'Bryant Deon, Sonnenberg-Klein Julie, Coyle Edward; Interdisciplinary Learning and Teaching Conference - 2024 (2024)
Enrichment measurement by passive γ-ray spectrometry of uranium dioxide fuel pellets using a europium-doped, strontium iodide scintillator: Parker Andrew J, Bandala Manuel, Croft Stephen, Crouch Laurie, Dunphy R David, Hutchinson Daniel, Logsdon Roy, Ma Xiandong, Marshall Stephen, Murray Paul, Sarfraz Ali, Stirzaker P, Taylor C James, Zabalza Jaime, Joyce Malcolm J; Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment Vol 1062 (2024); https://doi.org/10.1016/j.nima.2024.169191
Space object identification and classification from hyperspectral material analysis: Vasile Massimiliano, Walker Lewis, Campbell Andrew, Marto Simão, Murray Paul, Marshall Stephen, Savitski Vasili; Scientific Reports Vol 14 (2024); https://doi.org/10.1038/s41598-024-51659-7
Hyperspectral lightcurve inversion for attitude determination: Marto Simão G, Vasile Massimiliano, Campbell Andrew, Murray Paul, Marshall Stephen, Savitski Vasili; SciTech Forum 2024 (2024); https://doi.org/10.2514/6.2024-0198
Operational neural networks for parameter-efficient hyperspectral single-image super-resolution: Ulrichsen Alexander, Murray Paul, Marshall Stephen, Gabbouj Moncef, Kiranyaz Serkan, Yamaç Mehmet, Aburaed Nour; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol 17, pp. 1470-1484 (2023); https://doi.org/10.1109/JSTARS.2023.3333274

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Teaching

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Teaching

I currently teach EE581/981 Video and Image Processing to level 5 and Masters students. I have previously taught electronic design, CAD and Computer Vision.

Research

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Research Interests

Digital image processing and computer vision,
Hyperspectral Imaging,
non-linear image processing,
mathematical morphology,
digital image coding,
medical image processing,
genomic signal processing,
genetic algorithms and FPGAs.

Professional Activities

Signal Processing (Journal): Peer reviewer; 17/10/2022
Invited by University West, Trollhättan: Invited speaker; 6/10/2022
IEEE Chapter Lecture on Space object Classification using Hyperspectral Imaging: Speaker; 26/5/2022
NUI Galway: Visiting researcher; 1/5/2021
University of Dubai: Visiting researcher; 1/11/2019
University of St Andrews: Visiting researcher; 1/10/2019

More professional activities

Projects

AI for Space Operations, Safety and Sustainability (A14S3): Vasile, Massimiliano (Principal Investigator) Clemente, Carmine (Co-investigator) Feng, Jinglang (Co-investigator) Maddock, Christie (Co-investigator) Marshall, Stephen (Co-investigator) Murray, Paul (Co-investigator) Riccardi, Annalisa (Co-investigator); 01-Jan-2024 - 31-Jan-2025
HSI for Granular Material Ph2 GC_267 Gamechanger: Murray, Paul (Principal Investigator) Campbell, Andrew John (Co-investigator) Davidson, Christine (Co-investigator) Marshall, Stephen (Co-investigator) Zabalza, Jaime (Co-investigator); 24-Jan-2023 - 31-Jan-2024
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
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