Projects per year
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
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EMG signal processing
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Image and video processing
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DSP embedded systems
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Video analytics for surveillance
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Speech processing
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Medical image processing
- Machine Learning and Deep Learning
- Neuromorphic technologies
Education/Academic qualification
Doctor of Engineering, UNIVERSITY OF STRATHCLYDE
Award Date: 1 Jan 2013
Master of Engineering, UNIVERSITY OF STRATHCLYDE
Award Date: 1 Jan 2009
Bachelor of Engineering, Universita' degli Studi di Napoli Federico II
Award Date: 1 Jan 2005
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Network
Projects
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Neuromorphic and spiking neural network applications
Soraghan, J. & Di Caterina, G.
Air Force Office of Scientific Research AFOSR (the)
1/08/20 → 31/07/23
Project: Research - Studentship
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Doctoral Training Partnership (DTP 2016-2017 University of Strathclyde) | Vint, David
Di Caterina, G., Soraghan, J. & Vint, D.
EPSRC (Engineering and Physical Sciences Research Council)
1/08/18 → 1/02/22
Project: Research Studentship - Internally Allocated
Research output
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Automatic target recognition in low resolution foliage penetrating SAR using CNNs and GANs
Vint, D., Anderson, M., Yang, Y., Ilioudis, C., Di Caterina, G. & Clemente, C., 8 Feb 2021, In: Remote Sensing. 13, 4, 18 p., 596.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Target tracking using a mean-shift occlusion aware particle filter
Bhat, P. G., Subudhi, B. N., Veerakumar, T., Di Caterina, G. & Soraghan, J. J., 26 Jan 2021, In: IEEE Sensors Journal. 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Prizes
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IEEE Brain Data Bank Challenges and Competitions
Heba Lakany (Recipient), Kahani, Danial (Recipient), ARNIN, Jetsada (Recipient), Uttamchandani, Deepak (Recipient), Jinchang Ren (Recipient), Murray, Paul (Recipient), Di Caterina, Gaetano (Recipient) & Zabalza, Jaime (Recipient), 31 Oct 2017
Prize: Prize (including medals and awards)
Activities
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Strathclyde researchers seek diagnostic tool for respiratory condition
Wendy Cohen (Contributor), Gaetano Di Caterina (Contributor), John Soraghan (Contributor) & David M Wynne (Contributor)
26 Nov 2018Activity: Other activity types › Types of Public engagement and outreach - Media article or participation
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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 2017Activity: Participating in or organising an event types › Participation in workshop, seminar, course