Projects per year
Personal profile
Personal Statement
I am a Professor in Applied Artificial Intelligence in the Department of Electronic and Electrical Engineering. I re-joined the University of Strathclyde in 2011 and in 2016 I was awarded a prestigious Chancellor’s Fellow award. I became a Senior Lecturer in 2018, a Reader in 2021, and a Professor in 2024. My current activities focus on applied Artificial Intelligence and industrial informatics, with particular emphasis on:
- Computer Vision for Image and Video
- Multimodal Learning
- Domain adaptation
- Causality and explainability
My research interests are interdisciplinary, spanning across various application domains and industrial sectors, including:
- Sustainable Agri-food Systems (Livestock and Arable)
- Digital Health
- Advanced Manufacturing
- Cybersecurity
I am the Theme Lead for the Measurement, Digital and Enabling Technologies (MDET) Strategic Theme, Co-Director of the Laboratory for Innovation in Autism, Strathclyde lead for the UKRI AI Centre for Doctoral Training in Sustainable Understandable agri-food Systems Transformed by Artificial INtelligence (SUSTAIN), and a member of the HeatlhTech Cluster management team. Additionally, I serve on the Innovation Advisory Board in The Data Lab Innovation Centre, advising on innovation and collaborative projects. I am also a member of the Specialist Advisory Group on applications of Artificial Intelligence for Environment, Natural Resources & Agriculture Policy advising Scottish Government on the use, future opportunities, risks and regulatory aspects of AI. I am a strong advocate for interdisciplinary research and I am involved in multiple projects funded by UKRI, InnovateUK and H2020.
Research Interests
Machine Learning and Artificial Intelligence:
- Deep Learning Video and Image Analytics (Multi-view Multi-object Detection and Tracking, Image reconstruction, Image Inpainting and Synthesis)
- Time Series Classification, forecasting and generation/imputation
- Anomaly Detection and Event Classification
- Remote Sensing and Earth Observation
- Spectral analysis and Hyperspectral Imaging
Expertise & Capabilities
- Machine Learning and Artificial Intelligence
- Computer Vision
- Video Analytics
- Edge and Cloud Computing Analytics
Teaching Interests
Currently teaching two classes:
- EE992 - Neural Networks and Deep Learning
- EE273, EE985 - Engineering Design For Software Development 2: Object oriented programming using C++
Modules taught in the past:
- EE579 Advanced Microcontroller Applications - fifth year microcontrollers class using MSP430 in Assembly and C.
- EE987 - Sensor technologies
- DM996 - Intelligent Sensing, Reasoning And Deep Learning
Academic / Professional qualifications
- Member of the IET
- Senior Member IEEE
- Fellow of the Higher Education
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
Doctor of Philosophy, Electronic and Electrical Engineering, University Of Strathclyde
Award Date: 2 Jul 2008
Master of Science, Communication, Control and Digital Signal Processing, University Of Strathclyde
Award Date: 6 Nov 2002
Bachelor of Engineering, Communication Systems Engineering, University of Portsmouth
Award Date: 26 Jun 2001
External positions
External Examiner for BEng/MEng Electronic and Computer Engineering; Electronic and Computer Engineering (with a Year in Industry), University of Kent
1 Oct 2023 → 30 Sept 2027
Member of the Innovation Advisory Board, DATALAB (SFC Innovation Centre, administered by the University of Edinburgh)
31 May 2023 → 13 Nov 2024
Remote Evaluator, European Commission
28 Oct 2022 → …
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Collaborations and top research areas from the last five years
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The temporal architecture of imitative interaction during the first three months of life
Delafield-Butt, J. (Principal Investigator) & Tachtatzis, C. (Co-investigator)
1/09/24 → 28/02/27
Project: Research
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Federated Learning Optimised for Remote Assessment of Species in Arable and Grassland Ecosystems (FLORA-SAGE)
Tachtatzis, C. (Principal Investigator), Andonovic, I. (Co-investigator) & Michie, C. (Co-investigator)
NERC (Natural Environment Research Council)
2/04/24 → 28/02/27
Project: Research
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Deep internal learning for inpainting of cloud-affected regions in satellite imagery
Czerkawski, M., Upadhyay, P., Davison, C., Werkmeister, A., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M. & Tachtatzis, C., 10 Mar 2022, In: Remote Sensing. 14, 6, 18 p., 1342.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Citations (Scopus)63 Downloads (Pure) -
A CTGAN-based approach for synthetic data generation of low-voltage distribution networks
Li, M., Chiu, W.-Y., Stephen, B., Tachtatzis, C. & Hua, W., 30 Jan 2025, (Accepted/In press) 2025 IEEE Power & Energy Society General Meeting (PESGM). Piscataway, NJ: IEEE, (IEEE General Meeting Power& Energy Society).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Datasets
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Human Walking Motion Radar Simulator
Czerkawski, M. (Creator), Clemente, C. (Supervisor) & Tachtatzis, C. (Supervisor), Zenodo, 2 Feb 2021
DOI: 10.5281/zenodo.4245158, https://github.com/cidcom/human-walking-radar-simulator/tree/0.1.1
Dataset
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Data for: "Fusion of laser diffraction and chord length distribution data for estimation of particle size distribution using multi-objective optimisation"
Agimelen, O. S. (Creator), Ferreira, C. S. (Data Collector), Ahmed, B. (Data Collector), Cardona, J. (Data Collector), Chen, Y.-C. (Contributor), Tachtatzis, C. (Contributor), Florence, A. (Contributor), Andonovic, I. (Contributor), Sefcik, J. (Contributor) & Mulholland, A. (Contributor), University of Strathclyde, 13 Sept 2018
DOI: 10.15129/d75a345c-e9f6-4bdd-8494-c20e6eae3231
Dataset
Prizes
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Innovate UK KTP Engineering Excellence Award 2021
Stewart, F. (Recipient), Tachtatzis, C. (Recipient), Michie, C. (Recipient), Atkinson, R. (Recipient) & Andonovic, I. (Recipient), 23 Sept 2021
Prize: Prize (including medals and awards)
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Finalist in Herald Higher Education Awards - Outstanding Business Engagement in Universities
Tachtatzis, C. (Recipient), Atkinson, R. (Recipient), Michie, C. (Recipient), Andonovic, I. (Recipient) & Stewart, F. (Recipient), 31 May 2022
Prize: Other distinction
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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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Remote Ambient Sensing for Precision Livestock Farming
Tachtatzis, C. (Invited speaker), Michie, C. (Contributor), Davison, C. (Contributor), Dickson, L. (Contributor), McRobert, E. (Contributor) & Das, D. B. (Contributor)
18 Sept 2024 → 19 Sept 2024Activity: Talk or presentation types › Invited talk