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

A new cost function for spatial image steganography based on 2D-SSA and WMF
Xie Guoliang, Ren Jinchang, Marshall Stephen, Zhao Huimin, Li HuiHui
IEEE Access Vol 9, pp. 30604-30614 (2021)
https://doi.org/10.1109/ACCESS.2021.3059690
Linking research, education, and professional skills : vertically integrated projects at 4 institutions
Coyle Edward J, Marshall Stephen, Dalecka Brigita, Engberg Maria, Smith Ian
2021 European Learning & Teaching Forum (2021)
A framework for breast cancer classification using Multi-DCNNs
Ragab Dina A, Attallah Omneya, Sharkas Maha, Ren Jinchang, Marshall Stephen
Computers in Biology and Medicine Vol 131 (2021)
https://doi.org/10.1016/j.compbiomed.2021.104245
Iterative enhanced multivariance products representation for effective compression of hyperspectral images
Tuna Süha, Töreyin Behçet Uğur, Demiralp Metin, Ren Jinchang, Zhao Huimin, Marshall Stephen
IEEE Transactions on Geoscience and Remote Sensing (2020)
https://doi.org/10.1109/TGRS.2020.3031016
Super-resolution of satellite imagery using a wavelet multiscale-based deep convolutional neural network model
Aburaed Nour, Panthakkan Alavikunhu, Al-Saad Mina, El-rai Marwa, Almansoori Saeed, Ahmad Hussain Al, Marshall Stephen
Proceedings Volume 11533 (2020)
https://doi.org/10.1117/12.2573991
SAFDet : a semi-anchor-free detector for effective detection of oriented objects in aerial images
Fang Zhenyu, Ren Jinchang, Sun He, Marshall Stephen, Han Junwei, Zhao Huimin
Remote Sensing Vol 12 (2020)
https://doi.org/10.3390/rs12193225

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

University of Dubai
Visiting researcher
1/11/2019
University of St Andrews
Visiting researcher
1/10/2019
Faculty Robotics and Automation Users Group Discussion
Participant
10/10/2017
External Examiner at University of Bath
Examiner
1/10/2016
IET Image Processing (Journal)
Associate Editor
1/2/2016
Hyperspectral Imaging 2016
Organiser
1/1/2016

More professional activities

Projects

Doctoral Training Partnership 2020-2021 University of Strathclyde | Benedetti, Luke
Papadopoulos, Panagiotis (Principal Investigator) Marshall, Stephen (Co-investigator) Benedetti, Luke (Research Co-investigator)
01-Jan-2020 - 01-Jan-2024
EngD Fraunhofer Contribution Intelligent and directed laser-based spectroscopy (HW CDT)
Marshall, Stephen (Principal Investigator) Murray, Paul (Co-investigator)
01-Jan-2020 - 31-Jan-2024
Multi-modality image registration (EngD Beatson HW CDT in Applied Photonics)
Marshall, Stephen (Principal Investigator) Ren, Jinchang (Co-investigator)
01-Jan-2020 - 31-Jan-2024
Image Processing for Enhanced Visual Inspection of Nuclear Waste Packages GC142 Phase 2
Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator) Ren, Jinchang (Co-investigator) West, Graeme (Co-investigator) Zabalza, Jaime (Research Co-investigator)
01-Jan-2020 - 30-Jan-2021
Multitask Deep Learning from Images for Clinical Decision Support
Ren, Jinchang (Principal Investigator) Marshall, Stephen (Co-investigator)
01-Jan-2018 - 30-Jan-2023
BBSRC Pathfinder: A new tool for bioimaging based on super-resolution Raman microscopy
Marshall, Stephen (Principal Investigator)
23-Jan-2018 - 22-Jan-2018

More projects

Address

Electronic and Electrical Engineering
Royal College Building

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