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

Triple loss for hard face detection: Fang Zhenyu, Ren Jinchang, Marshall Stephen, Zhao Huimin, Wang Zheng, Huang Kaizhu, Xiao Bing; Neurocomputing Vol 398, pp. 20-30 (2020); https://doi.org/10.1016/j.neucom.2020.02.060
Embedded product authentication codes in additive manufactured parts : imaging and image processing for improved scan ability: Chen Fei, Zabalza Jaime, Murray Paul, Marshall Stephen, Yu Jian, Gupta Nikhil; Additive Manufacturing (2020)
Low-cost hyper-spectral imaging system using a linear variable bandpass filter for agritech applications: Song Shigeng, Gibson Des, Ahmadzadeh Sam, On Chu Hin, Warden Barry, Overend Russell, Macfarlane Fraser, Murray Paul, Marshall Stephen, Aitkenhead Matt, Bienkowski Damian, Allison Russell; Applied Optics Vol 59, pp. A167-A175 (2020); https://doi.org/10.1364/AO.378269
Varietal classification of rice seeds using RGB and hyperspectral images: Fabiyi Samson Damilola, Vu Hai, Tachtatzis Christos, Murray Paul, Harle David, Dao Trung Kien, Andonovic Ivan, Ren Jinchang, Marshall Stephen; IEEE Access Vol 8, pp. 22493-22505 (2020); https://doi.org/10.1109/ACCESS.2020.2969847
MIMR-DGSA : unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm: Tschannerl Julius, Ren Jinchang, Yuen Peter, Sun Genyun, Zhao Huimin, Yang Zhijing, Wang Zheng, Marshall Stephen; Information Fusion Vol 51, pp. 189-200 (2019); https://doi.org/10.1016/j.inffus.2019.02.005
Hyperspectral image reconstruction using multi-colour and time-multiplexed LED illumination: Tschannerl Julius, Ren Jinchang, Zhao Huimin, kao Fu-Jen, Marshall Stephen, Yuen Peter; Optics and Lasers in Engineering Vol 121, pp. 352-357 (2019); https://doi.org/10.1016/j.optlaseng.2019.04.014

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
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
23rd European Signal Processing Conference, 2015 (EUSIPCO 2015): Participant; 1/9/2015

more professional activities

Projects

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 - 31-Jan-2020
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
CMSIN-II (CEOI Resubmission) Compact Multi-Spectral Imager for Nanosatellites II: Oi, Daniel (Principal Investigator) Griffin, Paul (Co-investigator) Jeffers, John (Co-investigator) Macdonald, Malcolm (Co-investigator) Marshall, Stephen (Co-investigator) Murray, Paul (Co-investigator) Lowe, Christopher (Research Co-investigator); 23-Jan-2018 - 31-Jan-2020
NNL Gamechanger (student Support): Marshall, Stephen (Principal Investigator); 14-Jan-2018 - 31-Jan-2018
KTP - Innovent: Ren, Jinchang (Principal Investigator) Marshall, Stephen (Co-investigator); 08-Jan-2018 - 31-Jan-2021

more projects

Address

Electronic and Electrical Engineering
Royal College Building

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