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Personal profile

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.

Personal Statement

I am a Professor in the Department of Electronic and Electrical Engineering where I am also Deputy Head of Department and 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.

 

Teaching Interests

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.

Education/Academic qualification

Doctor of Philosophy, University of Strathclyde

Bachelor of Science, University of Nottingham

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2005 2023

Research Output 2001 2019

Breast cancer detection using deep convolutional neural networks and support vector machines

Ragab, D. A., Sharkas, M., Marshall, S. & Ren, J., 28 Jan 2019, In : PeerJ. 7, p. e6201 23 p., e6201.

Research output: Contribution to journalArticle

Open Access
File
Mammography
breast neoplasms
neural networks
Area Under Curve
Support vector machines

MIMR-DGSA: unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm

Tschannerl, J., Ren, J., Yuen, P., Sun, G., Zhao, H., Yang, Z., Wang, Z. & Marshall, S., 15 Feb 2019, p. 1-36 36 p.

Research output: Contribution to journalArticle

Information theory
Redundancy
Set theory
Remote sensing
Tuning

Datasets

Hyperspectral Crop Camera Dataset

Macfarlane, F. (Creator), Murray, P. (Creator), Marshall, S. (Creator), University of Strathclyde, 5 Jul 2018

Dataset

Thesis

Advanced spectral-spatial processing techniques for hyperspectral image analysis

Author: Qiao, T., 1 Oct 2015

Supervisor: Ren, J. (Supervisor) & Marshall, S. (Supervisor)

Student thesis: Doctoral Thesis

Atmospheric correction and anomaly detection of remotely sensed hyperspectral imagery

Author: Young, A., 1 Apr 2017

Supervisor: Marshall, S. (Supervisor) & Gray, A. (Supervisor)

Student thesis: Doctoral Thesis

Prizes

Best Paper Award

Julius Tschannerl (Recipient), Jinchang Ren (Recipient) & Stephen Marshall (Recipient), 11 Oct 2018

Prize: Prize (including medals and awards)

File

Best Student Paper Award

Tong Qiao (Recipient), Jinchang Ren (Recipient) & Stephen Marshall (Recipient), Sep 2013

Prize: Prize (including medals and awards)

File
student

Activities 2008 2017

Faculty Robotics and Automation Users Group Discussion

Gareth Pierce (Organiser), Alan Oakley (Participant), Dimitris Drikakis (Participant), Deepak Uttamchandani (Participant), William Ion (Participant), Xiu Yan (Participant), Erfu Yang (Participant), Massimiliano Vasile (Participant), Malcolm Macdonald (Participant), P J Rowe (Participant), Marcus Perry (Participant), Charles Norman MacLeod (Participant), Gordon Dobie (Participant), Daniel McMahon (Participant), Stephen Marshall (Participant), Mark Post (Participant), Lykourgos Petropoulakis (Participant), Carmelo Mineo (Participant), Gaetano Di Caterina (Participant), David Harle (Participant), Walter Michie (Participant), Robert Stewart (Participant), Janine de fence (Participant), Stephen McArthur (Participant), Alexander Galloway (Participant), Daryl Landeg (Participant), Atilla Incecik (Participant), Campbell Booth (Participant), Andrew Heyes (Participant), Alexander Duffy (Participant), Zoe Shipton (Participant), Anthony Gachagan (Participant), Remi Christophe Zante (Participant), Tony Rodden (Participant), Rahul Summan (Participant), Graham Wren (Participant)
10 Oct 2017

Activity: Participating in or organising an event typesParticipation in workshop, seminar, course

IET Image Processing (Journal)

Stephen Marshall (Associate Editor)
1 Feb 2016 → …

Activity: Publication peer-review and editorial work typesEditorial board member