20092020

Research output per year

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Personal profile

Personal Statement

I am a Lecturer in the Department of Electronic and Electrical Engineering. In particular, I am the Leonardo Lecturer on a 5-year joint program between the University of Strathclyde and the UK-based security and defence company Leonardo MW Ltd. I have also been awarded a Chancellor’s Fellowship at the University of Strathclyde.

Having completed a PhD in video analytics for smart surveillance, in the Centre for Signal and Image Processing, within the Electronic and Electrical Engineering Department at Strathclyde, my background and areas of expertise reside in signal, image and video processing, with particular emphasis on biosignal and imaging, and multi-dimensional signals. My current research interests are in: Signal Processing and Machine Learning for Autonomous Systems and Human-Machine Interaction; Biosignal Driven Intelligent Systems and Healthcare; Embedded Systems and Neuromorphic Technologies. I currently supervise a number of PhD students working on various applications within these three broad research areas, and I am Principal Investigator and Co-Investigator on various projects in collaboration with national and international partners.

As part of my engagement with Leonardo, my role is to expand and strengthen the collaborative links between the University of Strathclyde and Leonardo, in terms of research programs, undergraduate and Msc projects, and recruitment-oriented activities.

And I am course director for the MSc in Machine Learning and Deep Learning, at University of Strathclyde. This is a joint MSc program between the Electronic and Electrical Engineering Department, and the Computer and Information Sciences Department, at Strathclyde.

Research Interests

  • EMG signal processing
  • Image and video processing
  • DSP embedded systems
  • Video analytics for surveillance
  • Speech processing
  • Medical image processing
  • Machine Learning and Deep Learning
  • Neuromorphic technologies

Education/Academic qualification

Doctor of Engineering, UNIVERSITY OF STRATHCLYDE

Master of Engineering, UNIVERSITY OF STRATHCLYDE

Bachelor of Engineering, Universita' degli Studi di Napoli Federico II

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Projects

Research Output

Automatic annotation of subsea pipelines using deep learning

Stamoulakatos, A., Cardona, J., McCaig, C., Murray, D., Filius, H., Atkinson, R., Bellekens, X., Michie, C., Andonovic, I., Lazaridis, P., Hamilton, A., Hossain, M. M., Di Caterina, G. & Tachtatzis, C., 26 Jan 2020, In : Sensors. 20, 3, 15 p., 674.

Research output: Contribution to journalArticle

Open Access
File
  • 43 Downloads (Pure)

    Intersected EMG heatmaps and deep learning based gesture recognition

    Ke, W., Xing, Y., Di Caterina, G., Petropoulakis, L. & Soraghan, J., 17 Feb 2020, p. 73-78. 6 p.

    Research output: Contribution to conferencePaper

    Open Access
    File
  • 11 Downloads (Pure)

    Thesis

    Emotion recognition in video using deep learning method with subtract pre-processing

    Author: He, Z., 31 Mar 2020

    Supervisor: Soraghan, J. (Supervisor) & Di Caterina, G. (Supervisor)

    Student thesis: Master's Thesis

    Facial analytics for emotional state recognition

    Author: Papazachariou, K., 28 Sep 2017

    Supervisor: Soraghan, J. (Supervisor) & Di Caterina, G. (Supervisor)

    Student thesis: Master's Thesis

    Prizes

    IEEE Brain Data Bank Challenges and Competitions

    Heba Lakany (Recipient), Danial Kahani (Recipient), Jetsada ARNIN (Recipient), Deepak Uttamchandani (Recipient), Jinchang Ren (Recipient), Paul Murray (Recipient), Gaetano Di Caterina (Recipient) & Jaime Zabalza (Recipient), 31 Oct 2017

    Prize: Prize (including medals and awards)

  • Activities

    • 1 Participation in workshop, seminar, course
    • 1 Types of Public engagement and outreach - Media article or participation

    Strathclyde researchers seek diagnostic tool for respiratory condition

    Wendy Cohen (Contributor), Gaetano Di Caterina (Contributor), John Soraghan (Contributor), David M Wynne (Contributor)
    26 Nov 2018

    Activity: Other activity typesTypes of Public engagement and outreach - Media article or participation

    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