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.

Prizes 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

More prizes and awards

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

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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 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

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Address

Electronic and Electrical Engineering
Royal College Building

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