Projects per year
Personal profile
Personal Statement
I am an academic in the Department of Electronic and Electrical Engineering, and Fellow of the HEA. In particular, I am the Leonardo Lecturer on a joint programme (2023-2027) between Strathclyde and the global security company Leonardo UK Ltd.
Having completed a PhD in video analytics for smart surveillance, in the Centre for Signal & Image Processing (CeSIP), within the EEE Department at Strathclyde, my background and areas of expertise reside in signal, image and video processing. My current research interests are Neuromorphic Engineering, Machine Learning and Deep Learning, Digital Signal Processing and Embedded Systems.
I am Director of the Neuromorphic Sensor Signal Processing Lab, within the CeSIP group, supervising PhD students and PostDoc researchers working on various research projects and applications within these broad research areas.
I am Course Director of the MSc in Machine Learning and Deep Learning, which is a joint MSc programme between the EEE Department and the Computer and Information Sciences Department at Strathclyde.
And I am also Adviser of Studies for Year 1 of the undergraduate degree programme Computer and Electronic Systems, joint between EEE and CIS Departments.
Research Interests
- Neuromorphic Engineering and Technologies
- Machine Learning and Deep Learning
- Image and Video Processing
- Video Analytics for Surveillance
- EMG Signal Processing
- Speech Processing
- Medical Image Processing
- DSP Embedded Systems
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PG Certificate in Learning and Teaching in Higher Education, University Of Strathclyde
Sept 2021 → Sept 2024
Award Date: 12 Sept 2024
Doctor of Engineering, Video analytics algorithms and distributed solutions for smart video surveillance, University Of Strathclyde
Oct 2009 → Feb 2013
Award Date: 1 Jul 2013
Master of Engineering, University Of Strathclyde
Sept 2006 → May 2009
Award Date: 10 Jul 2009
Bachelor of Engineering, Integration of acquisition and matching modules in a distributed system based on fingerprints, Universita' degli Studi di Napoli Federico II
Oct 2001 → Oct 2005
Award Date: 25 Oct 2005
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Neuromorphic sensor signal processing for spatio-temporal tracking in low SNR
Di Caterina, G. (Principal Investigator)
Air Force Office of Scientific Research AFOSR (the)
1/11/23 → 31/10/26
Project: Research - Studentship
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Neuromorphic Sensor Fusion for Under Water Object Detection
Patil, C. (Principal Investigator) & Di Caterina, G. (Co-investigator)
1/09/24 → 1/01/25
Project: Research
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An approach to time series forecasting with derivative spike encoding and spiking neural networks
Manna, D. L., Di Caterina, G., Vicente Sola, A. & Kirkland, P., 7 Jan 2025, Proceedings of the 58th Annual Hawaii International Conference on System Sciences, HICSS 2025. Honolulu, HI, p. 7258-7267 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile10 Downloads (Pure) -
Spiking Neural Networks for event-based action recognition: a new task to understand their advantage
Vicente-Sola, A., Manna, D. L., Kirkland, P., Di Caterina, G. & Bihl, T. J., 1 Jan 2025, In: Neurocomputing. 611, 11 p., 128657.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)23 Downloads (Pure)
Datasets
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Data for: "Simulation of Anisoplanatic Turbulence for Images and Videos"
Vint, D. (Creator) & Di Caterina, G. (Supervisor), University of Strathclyde, 28 Jul 2023
DOI: 10.15129/1adfbe5c-68f0-49f1-9bad-e64872f9f582
Dataset
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Data for: "Automatic target recognition in low resolution foliage penetrating SAR using CNNs and GANs"
Vint, D. (Creator), Di Caterina, G. (Contributor) & Clemente, C. (Contributor), University of Strathclyde, 6 Sept 2021
DOI: 10.15129/2887eacb-8ef3-40a4-a0c6-d4fb803db82f
Dataset
Prizes
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Best Paper Award
Basu, A. (Recipient), Kaewrak, K. (Recipient), Petropoulakis, L. (Recipient), Di Caterina, G. (Recipient) & Soraghan, J. (Recipient), 27 Aug 2022
Prize: Prize (including medals and awards)
File -
IEEE Brain Data Bank Challenges and Competitions
Lakany, H. (Recipient), Kahani, D. (Recipient), ARNIN, J. (Recipient), Uttamchandani, D. (Recipient), Ren, J. (Recipient), Murray, P. (Recipient), Di Caterina, G. (Recipient) & Zabalza, J. (Recipient), 31 Oct 2017
Prize: Prize (including medals and awards)
Activities
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Strategic Themes: Applied AI Workshop
Halvey, M. (Organiser), Riccardi, A. (Participant), West, G. (Participant), Tachtatzis, C. (Participant), Brisco, R. (Participant), Alexander, M. (Participant), Lazakis, I. (Participant), Roper, M. (Participant), Di Caterina, G. (Participant), Joshi, M. (Participant), Brown, B. D. (Participant), Pritchard, J. (Participant), Lewin, D. (Participant), Weaver, B. (Participant), Nordon, A. (Participant), Nikou, S. (Participant), Greene, Z. (Participant), Sanjurjo-Ramos, J. (Participant), Revie, C. (Participant), Lewis, J. (Participant), Liu, B. (Participant), Mehnen, J. (Participant), Butler, S. (Participant) & Harkens, A. (Participant)
17 Jan 2025Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Ian O'Neil
Strachan, S. (Host), Marshall, S. (Host), Eales, A. (Host), Jones, C. (Host), Di Caterina, G. (Host) & Collins, R. (Host)
9 Dec 2024Activity: Hosting a visitor types › Hosting an academic visitor