Stephen Marshall

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• Active

  Hyperspectral Detection (IR to UV) Re-entry Signatures from Orbit

  Fossati, M. (Principal Investigator), Marshall, S. (Co-investigator), Murray, P. (Co-investigator), Vasile, M. (Co-investigator) & Zabalza, J. (Co-investigator)

  European Space Agency ESA

  8/02/24 → 8/08/25

  Project: Research

• New Deep Learning Approaches for Image and Video Processing | Byrne, Luke

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator) & Byrne, L. (Research Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/10/22 → 1/04/26

  Project: Research Studentship - Internally Allocated

• Autonomous Inspection for Responsive and Sustainable Nuclear Fuel Manufacture (Responsive Manufacturing) (AIRS-NFM)

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator) & Zabalza, J. (Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/09/21 → 5/10/25

  Project: Research

  • Nuclear Fuel 100%
  • Hyperspectral Image 66%
  • Uranium Dioxide 66%
  • Nuclear Fuel Pellets 33%
  • Spectral Feature 33%

• EPSRC Centre for Doctoral Training in Industry-Inspired Photonic Imaging, Sensing and Analysis

  Flockhart, G. (Principal Investigator) & Marshall, S. (Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/10/19 → 31/03/28

  Project: Research - Studentship

  • Doctoral Training 100%
  • System Analysis 100%
  • Postgraduate Student 100%
  • Evaluation 25%
  • Hardware Interface 25%

• FoodTechnologies@strathclyde: event and activities programme 2012-2013

  Wagner, B. (Principal Investigator), Liggat, J. (Co-investigator), Marshall, S. (Co-investigator) & Schaschke, C. (Co-investigator)

  12/09/12 → …

  Project: Internally funded project

  • Strathclyde 100%
  • Business Requirement 100%

• BTG- Researcher-led Project

  Yue, H. (Principal Investigator), Marshall, S. (Principal Investigator) & Yu, J. (Principal Investigator)

  5/09/11 → …

  Project: Internally funded project

• BTG- Hyperspectral Imaging Centre

  Marshall, S. (Principal Investigator) & Wilson, C. (Principal Investigator)

  4/04/11 → …

  Project: Internally funded project

• Not started

  Exploring the use of Image Processing to Survey and Quantitatively Assess Historic Buildings

  Gonzalez-Longo, C. (Principal Investigator), Marshall, S. (Co-investigator) & Murray, P. (Research Co-investigator)

  Project: Internally funded project

• LOGICAL IMAGE PROCESSING POC+

  Marshall, S. (Principal Investigator)

  Project: Research

• Finished

  AI for Space Operations, Safety and Sustainability (A14S3)

  Vasile, M. (Principal Investigator), Clemente, C. (Co-investigator), Feng, J. (Co-investigator), Maddock, C. (Co-investigator), Marshall, S. (Co-investigator), Murray, P. (Co-investigator) & Riccardi, A. (Co-investigator)

  UK Space Agency

  1/03/24 → 31/03/25

  Project: Research

• HSI for Granular Material Ph2 GC_267 Gamechanger

  Murray, P. (Principal Investigator), Campbell, A. J. (Co-investigator), Davidson, C. (Co-investigator), Marshall, S. (Co-investigator) & Zabalza, J. (Co-investigator)

  Fraunhofer UK Research Limited

  24/02/23 → 31/03/24

  Project: Research

• Hyperspectral Classification of Space Objects

  Vasile, M. (Principal Investigator), Marshall, S. (Co-investigator) & Murray, P. (Co-investigator)

  European Space Agency ESA

  1/04/22 → 31/05/23

  Project: Research

  • Identification 100%
  • Analysis Material 100%
  • Space Object 100%
  • Determines 50%
  • Library Training 33%

• Hyperspectral Imager for Space Surveillance and Tracking (NSTP)

  Vasile, M. (Principal Investigator), Marshall, S. (Co-investigator) & Murray, P. (Co-investigator)

  UK Space Agency

  8/11/21 → 31/03/22

  Project: Research

  • Characterization 100%
  • Hyperspectral Imaging 100%
  • Hyperspectral 100%
  • Paper 75%
  • Spectra 50%

• NNL Gamechangers GC_142 Phase 5 (Linked to 191761) Image Processing for Enhanced Visualisation

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator), West, G. (Co-investigator) & Zabalza, J. (Co-investigator)

  Sellafield Limited

  18/10/21 → 31/05/22

  Project: Research

• An smart robotic system for SmartFarm (ISCF)

  Yan, X. (Principal Investigator), Marshall, S. (Co-investigator) & Ren, J. (Co-investigator)

  Innovate UK

  1/06/21 → 30/11/23

  Project: Research

• New Deep Learning Approaches for Image and Video Processing

  Murray, P. (Principal Investigator) & Marshall, S. (Co-investigator)

  Peacock Technology Limited

  1/10/20 → 31/03/24

  Project: Research - Studentship

• Band selection and data classification in hyperspectral imaging | Ulrichsen, Alexander

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator) & Ulrichsen, A. (Research Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/10/20 → 1/04/24

  Project: Research - Internally Allocated

• EngD Fraunhofer Contribution Intelligent and directed laser-based spectroscopy (HW CDT)

  Marshall, S. (Principal Investigator) & Murray, P. (Co-investigator)

  Fraunhofer UK Research Limited

  1/09/20 → 31/08/24

  Project: Research - Studentship

• EPSRC Centre for Doctoral Training in Industry-Inspired Photonic Imaging, Sensing and Analysis | Michalowski, Marek

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator) & Michalowski, M. (Research Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/09/20 → 1/09/24

  Project: Research Studentship - Internally Allocated

• ANPERA project

  Murray, P. (Principal Investigator), Campbell, A. J. (Co-investigator), Marshall, S. (Co-investigator) & Ren, J. (Co-investigator)

  Anpera Technologies Ltd

  1/06/20 → 30/06/21

  Project: Knowledge Exchange (Services/Consultancy)

• Multi-modality image registration (EngD Beatson HW CDT in Applied Photonics)

  Marshall, S. (Principal Investigator) & Ren, J. (Co-investigator)

  Beatson Cancer Charity

  1/06/20 → 31/05/24

  Project: Research - Studentship

• Remote Inspection of SNM cans GC_253

  Murray, P. (Principal Investigator), MacLeod, C. N. (Co-investigator), Marshall, S. (Co-investigator), Ren, J. (Co-investigator) & Zabalza, J. (Co-investigator)

  Sellafield Limited

  1/01/20 → 31/03/20

  Project: Knowledge Exchange (Services/Consultancy)

• Image Processing for Enhanced Visual Inspection of Nuclear Waste Packages GC142 Phase 2

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator), Ren, J. (Co-investigator), West, G. (Co-investigator) & Zabalza, J. (Research Co-investigator)

  Sellafield Limited

  1/01/20 → 30/04/21

  Project: Research

• Oilfield data processing

  Murray, P. (Principal Investigator), Campbell, A. J. (Co-investigator), Marshall, S. (Co-investigator), Ren, J. (Co-investigator) & Zabalza, J. (Co-investigator)

  Lux Assure Ltd

  22/07/19 → 31/10/19

  Project: Knowledge Exchange (Services/Consultancy)

• Multitask Deep Learning from Images for Clinical Decision Support

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  Canon Medical Research Europe

  1/10/18 → 30/09/23

  Project: Research - Studentship

  • Autoencoder 100%
  • Saliency Detection 50%
  • Salient Region 50%

• BBSRC Pathfinder: A new tool for bioimaging based on super-resolution Raman microscopy

  Marshall, S. (Principal Investigator)

  BBSRC (Biotech & Biological Sciences Research Council)

  23/07/18 → 22/10/18

  Project: Research

• CMSIN-II (CEOI Resubmission) Compact Multi-Spectral Imager for Nanosatellites II

  Oi, D. (Principal Investigator), Griffin, P. (Co-investigator), Jeffers, J. (Co-investigator), Macdonald, M. (Co-investigator), Marshall, S. (Co-investigator), Murray, P. (Co-investigator) & Lowe, C. (Research Co-investigator)

  UK Space Agency

  23/04/18 → 30/04/21

  Project: Research

  • Design 100%
  • Spatial Resolution 100%
  • Application 100%
  • Resolution Performance 100%

• NNL Gamechanger (student Support)

  Marshall, S. (Principal Investigator)

  United Kingdom National Nuclear Laboratory Limited UKNNL (formerly National Nuclear Laboratory Limited)

  14/03/18 → 31/12/18

  Project: Research

• KTP - Innovent

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  KTP Govt (TSB), Innovent Technology Limited

  8/01/18 → 31/01/21

  Project: Research

  • Gravitational Search Algorithm 100%
  • Heuristic Search Algorithm 33%
  • Convergence Criterion 16%
  • Gravitational Force 16%

• A new tool for bioimaging based on super resolution Raman microscopy

  Graham, D. (Principal Investigator), Faulds, K. (Co-investigator) & Marshall, S. (Co-investigator)

  BBSRC (Biotech & Biological Sciences Research Council)

  20/11/17 → 19/02/19

  Project: Research

  • Sample 100%
  • Raman Microscopy 100%
  • Optical Microscopy 100%
  • Raman Spectroscopy 75%
  • Light 50%

• Industrial CASE Account - University of Strathclyde 2017 | Macfarlane, Fraser

  Murray, P. (Principal Investigator), Marshall, S. (Co-investigator) & Macfarlane, F. (Research Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/10/17 → 1/10/21

  Project: Research Studentship Case - Internally allocated

  • Dimensionality Reduction 100%
  • Application Detection 100%
  • Hyperspectral 100%
  • Application 100%
  • Hyperspectral Image 50%

• Inversion Analysis of Surface Seismic Data for Effective Exploration of Oil and Gas Reservoirs

  Ren, J. (Principal Investigator), Marshall, S. (Co-investigator), Tarantino, A. (Co-investigator) & Weiss, S. (Co-investigator)

  Royal Society of Edinburgh

  1/03/17 → 28/02/19

  Project: Research

  • Gases 100%
  • Speed 100%
  • Exploration 100%
  • Gas Reservoir 100%
  • Model 60%

• 16AGRITECHCAT5: Feasibility of a Hyper Spectral Crop Camera (HCC) for agriculture optimisation

  Marshall, S. (Principal Investigator), Murray, P. (Research Co-investigator) & Macfarlane, F. (Researcher)

  BBSRC (Biotech & Biological Sciences Research Council)

  1/07/16 → 31/12/17

  Project: Research

  • Feasibility 100%
  • Agriculture 100%
  • Optimization 100%
  • Camera 100%
  • Cameras 50%

• Cost-effective medical hyperspectral imaging

  Marshall, S. (Principal Investigator), McConnell, G. (Co-investigator), McKee, D. (Co-investigator) & Ren, J. (Co-investigator)

  Royal Society of Edinburgh

  1/07/16 → 30/06/18

  Project: Research

• Remote oil spill detection and monitoring on ice-covered waters – Rosdam

  Marshall, S. (Principal Investigator) & Ren, J. (Co-investigator)

  International Tanker Owners Pollution Federation Limited (The) ITOPF

  1/05/16 → 30/04/17

  Project: Research

  • Spectral Feature 100%
  • Spectral Domain 100%
  • High Importance 100%
  • Weak Classifier 100%
  • Reconstructed Signal 100%

• Automatic Rice Seed Inspection Using Hyper-Spectral Imaging (Newton Fund)

  Tachtatzis, C. (Principal Investigator), Harle, D. (Co-investigator), Marshall, S. (Co-investigator) & Murray, P. (Co-investigator)

  Royal Academy of Engineering RAE

  15/11/15 → 14/02/17

  Project: Research

  • Hyperspectral Imaging 100%
  • Classifier 85%
  • Classification 85%
  • Spectral Feature 71%
  • Hyperspectral Image 64%

• Multimodality image registration for hypoxia PET tracers studies

  Marshall, S. (Principal Investigator) & Ren, J. (Co-investigator)

  Beatson Institute for Cancer Research

  1/10/15 → 30/09/19

  Project: Research - Studentship

  • Polyethylene Terephthalate 100%
  • Multimodality Image Registration 100%
  • Hypoxia 100%
  • Radioactive Tracer 100%
  • Cancer Therapy 50%

• Exploring the use of Image Processing to Survey and Quantitatively Assess Historic Buildings

  Gonzalez-Longo, C. (Principal Investigator), Marshall, S. (Co-investigator) & Murray, P. (Co-investigator)

  1/06/15 → 1/10/15

  Project: Internally funded project

• Mosaicing for Automatic Pipe Scanning (MAPS) (CR&D)

  Dobie, G. (Principal Investigator), Marshall, S. (Co-investigator) & West, G. (Co-investigator)

  Technology Strategy Board TSB

  1/04/15 → 31/03/18

  Project: Research

  • Pipeline 100%
  • Defects 100%
  • Visual Inspection 100%
  • Error 100%
  • Sample 100%

• KTP - Innovent Technology Limited

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  KTP Govt (TSB), Innovent Technology Limited

  3/11/14 → 2/05/17

  Project: Research

• Enhancing international collaborations for the retrieval of sea ice floe size distribution distribution (FSD) from satellite SAR imagery

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  NERC (Natural Environment Research Council)

  1/11/14 → 31/01/16

  Project: Research

  • Synthetic Aperture Radar 100%
  • Sea Ice 100%
  • Size Distribution 50%
  • Segmentation 50%
  • Imagery 50%

• PhD Project-Evaluation of Hyperspectral Systems in Quality Analysis of Pork and Related Products

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  Innovent Technology Limited

  1/10/14 → 30/09/17

  Project: Research - Studentship

  • Meat Quality 100%
  • Beef 100%
  • IR Reflectance Spectroscopy 33%
  • Food Quality 11%
  • Sensory Properties 11%

• INHERIt: Intelligent Hyperspectral Imaging

  Marshall, S. (Principal Investigator) & Murray, P. (Research Co-investigator)

  Technology Strategy Board TSB

  1/10/14 → 30/09/15

  Project: Research

• Hyperspectral Image Study of inhaler residue

  Marshall, S. (Principal Investigator) & Ren, J. (Co-investigator)

  Glaxo Smithkline (UK)

  1/07/14 → 31/12/14

  Project: Research

• New image analysis technologies for fast and accurate retrieval of sea ice floe size distribution (FSD) from satellite SAR imagery

  Ren, J. (Principal Investigator) & Marshall, S. (Co-investigator)

  NERC (Natural Environment Research Council)

  1/03/14 → 27/02/15

  Project: Research

  • Ice Floe 100%
  • Synthetic Aperture Radar 100%
  • Sea Ice 100%
  • Size Distribution 50%
  • Segmentation 50%

• Engineering Doctorate (EngD)- Intelligent Mid-Infrared Active Laser-based Hyperspectral Imaging

  Marshall, S. (Principal Investigator) & Ren, J. (Co-investigator)

  Fraunhofer UK Research Limited

  1/12/13 → 30/11/17

  Project: Research - Studentship Case

• Spectral Unmixing [EPSRC Industrial Case Award with BAE Systems] | Young, Andrew

  Marshall, S. (Principal Investigator), Gray, A. (Co-investigator) & Young, A. (Research Co-investigator)

  EPSRC (Engineering and Physical Sciences Research Council)

  1/10/13 → 25/04/17

  Project: Research Studentship Case - Internally allocated

• Spectral Unmixing [EPSRC Industrial Case Award with BAE Systems]

  Marshall, S. (Principal Investigator)

  BAE

  1/10/13 → 31/03/17

  Project: Research - Studentship Case

• Intelligent Decision Support Technologies for Continuous Manufacture

  Andonovic, I. (Principal Investigator), Bititci, U. (Co-investigator), Florence, A. (Co-investigator), Gachagan, A. (Co-investigator), Johnston, B. (Co-investigator), Marshall, S. (Co-investigator), Michie, C. (Co-investigator), Mulholland, A. (Co-investigator), Nordon, A. (Co-investigator), Sefcik, J. (Co-investigator) & Vasile, M. (Co-investigator)

  Novartis Pharma AG, Bayer Healthcare AG, EPSRC (Engineering and Physical Sciences Research Council), AstraZeneca UK Limited, Glaxo Smithkline (UK)

  1/02/13 → 31/07/18

  Project: Research

  • User 100%
  • Decision Support System 97%
  • Application 97%
  • Particle Size 78%
  • Shape 62%

• Mosaicing for Automatic Pipe Scanning

  Marshall, S. (Principal Investigator) & Dobie, G. (Co-investigator)

  Technology Strategy Board TSB

  1/02/13 → 31/01/14

  Project: Research