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.

 

Publications

Tri-CNN : a three branch model for hyperspectral image classification
Alkhatib Mohammed Q, Al-Saad Mina, Aburaed Nour, Almansoori Saeed, Zabalza Jaime, Marshall Stephen, Ahmad Hussain Al
Remote Sensing Vol 15 (2023)
https://doi.org/10.3390/rs15020316
Hyperspectral imaging based detection of PVC during Sellafield repackaging procedures
Zabalza J, Murray P, Marshall S, Ren J, Bernard R, Hepworth S
IEEE Sensors Journal (2022)
https://doi.org/10.1109/jsen.2022.3221680
Intelligent characterisation of space objects with hyperspectral imaging
Vasile Massimiliano, Walker Lewis, Dunphy R David, Zabalza Jaime, Murray Paul, Marshall Stephen, Savitski Vasili
Acta Astronautica Vol 203, pp. 510-534 (2022)
https://doi.org/10.1016/j.actaastro.2022.11.039
X-ray classification of Special Nuclear Materials using image segmentation and feature descriptors
Campbell Andrew, Zabalza Jaime, Murray Paul, Marshall Stephen, Myres Gareth, Bernard Robert, Cockbain Neil, Offin Douglas
Canadian Nuclear Society - Disruptive Innovative Emerging Technologies 2022 (2022)
A novel gradient-guided post-processing method for adaptive image steganography
Xie Guoliang, Ren Jinchang, Marshall Stephen, Zhao Huimin, Li Rui
Signal Processing Vol 203 (2022)
https://doi.org/10.1016/j.sigpro.2022.108813
SISR of hyperspectral remote sensing imagery using 3D encoder-decoder RUNet architecture
Aburaed Nour, Alkhatib Mohammed Q, Marshall Stephen, Zabalza Jaime, Ahmad Hussain Al
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium 2022 IEEE International Geoscience and Remote Sensing Symposium International Geoscience and Remote Sensing Symposium (IGARSS) Vol 2022-July, pp. 1516-1519 (2022)
https://doi.org/10.1109/igarss46834.2022.9883578

More publications

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 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

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
Autonomous Inspection for Responsive and Sustainable Nuclear Fuel Manufacture (Responsive Manufacturing) (AIRS-NFM)
Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator)
01-Jan-2021 - 05-Jan-2024

More projects

Address

Electronic and Electrical Engineering
Royal College

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