Dr Christos Tachtatzis
Reader
Electronic and Electrical Engineering
Back to staff profile
Area of Expertise
- Machine Learning and Artificial Intelligence
- Computer Vision
- Video Analytics
- Edge and Cloud Computing Analytics
Prize And Awards
- Innovate UK KTP Engineering Excellence Award 2021
- Recipient
- 23/9/2021
- Finalist in Herald Higher Education Awards - Outstanding Business Engagement in Universities
- Recipient
- 31/5/2022
- Strathclyde Team Medal for Innovation in Autism
- Recipient
- 28/9/2018
- SIN 2014 - Best Paper Award
- Recipient
- 11/9/2014
Qualifications
- Member of the IET
- Senior Member IEEE
- Fellow of the Higher Education
Back to staff profile
Publications
- Deep internal learning for inpainting of cloud-affected regions in satellite imagery
- Czerkawski Mikolaj, Upadhyay Priti, Davison Christopher, Werkmeister Astrid, Cardona Javier, Atkinson Robert, Michie Craig, Andonovic Ivan, Macdonald Malcolm, Tachtatzis Christos
- Remote Sensing Vol 14 (2022)
- https://doi.org/10.3390/rs14061342
- Multi-modal convolutional parameterisation network for guided image inverse problems
- Czerkawski Mikolaj, Upadhyay Priti, Davison Christopher, Atkinson Robert, Michie Craig, Andonovic Ivan, Macdonald Malcolm, Cardona Javier, Tachtatzis Christos
- Journal of Imaging Vol 10 (2024)
- https://doi.org/10.3390/jimaging10030069
- Neural knitworks : patched neural implicit representation networks
- Czerkawski Mikolaj, Cardona Javier, Atkinson Robert, Michie Craig, Andonovic Ivan, Clemente Carmine, Tachtatzis Christos
- Pattern Recognition Vol 151 (2024)
- https://doi.org/10.1016/j.patcog.2024.110378
- A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed classification
- Fabiyi Samson Damilola, Murray Paul, Zabalza Jaime, Tachtatzis Christos, Vu Hai, Dao Trung Kien
- IEEE Transactions on AgriFood Electronics Vol 2, pp. 151-164 (2024)
- https://doi.org/10.1109/TAFE.2024.3374753
- Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting
- Czerkawski Mikolaj, Tachtatzis Christos
- IEEE Geoscience and Remote Sensing Letters Vol 21 (2024)
- https://doi.org/10.1109/LGRS.2024.3370212
- PCA-enhanced methodology for the identification of partial discharge locations
- Iorkyase Ephraim Tersoo, Tachtatzis Christos, Atkinson Robert
- Energies Vol 16 (2023)
- https://doi.org/10.3390/en16186532
Back to staff profile
Teaching
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
Back to staff profile
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
Professional Activities
- Specialist Advisory Group on applications of Artificial Intelligence for Environment Natural Resources & Agriculture Policy
- Advisor
- 4/3/2024
- External Examiner for Electronic and Computer Engineering (ECE) Course
- Examiner
- 1/1/2024
- DATALAB (SFC Innovation Centre, administered by the University of Edinburgh) (External organisation)
- Advisor
- 1/5/2023
- Sensors (Journal)
- Guest editor
- 19/1/2023
- Artificial Intelligence For Precision Agriculture
- Speaker
- 25/11/2021
- Energies (Journal)
- Guest editor
- 20/12/2020
Projects
- Improved productivity and sustainability in high value dairy production through the deployment of low cost wireless methane sensors (Digital Dairy Chain)
- Michie, Craig (Principal Investigator) Andonovic, Ivan (Co-investigator) Lengden, Michael (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 01-Jan-2023 - 31-Jan-2025
- 22/145 Systems Engineering Innovation hubs for Multiple longterm Conditions - Devlopment phase
- Maier, Anja (Principal Investigator) Connolly, Patricia (Co-investigator) Gray, Louise (Co-investigator) Inns, Tom (Co-investigator) Kurdi, Amanj (Co-investigator) Maguire, Roma (Co-investigator) Mehnen, Jorn (Co-investigator) Michie, Craig (Co-investigator) Mueller, Tanja (Co-investigator) Picanco Rodrigues, Vinicius (Co-investigator) Tachtatzis, Christos (Co-investigator) Whitfield, Ian (Co-investigator)
- 01-Jan-2023 - 31-Jan-2024
- ICLEI Europe: Glasgow Environmental Monitoring of Indoor and Outdoor Air (GEMINOA)
- Michie, Craig (Principal Investigator) Allan, Grant (Co-investigator) Sharpe, Tim (Co-investigator) Tachtatzis, Christos (Co-investigator) Williamson, Jack (Researcher)
- 01-Jan-2023 - 30-Jan-2025
- SAfe Passage through Shifting Sands
- Macdonald, Malcolm (Principal Investigator) Clemente, Carmine (Co-investigator) McKee, David (Co-investigator) Tachtatzis, Christos (Co-investigator) Clark, Ruaridh (Research Co-investigator)
- 01-Jan-2023 - 31-Jan-2024
- On Farm Carbon Capture (AKT)
- Michie, Craig (Principal Investigator) Andonovic, Ivan (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 12-Jan-2022 - 01-Jan-2023
- DTP 2224 University of Strathclyde | Sandhu, Parandeep
- Cardona Amengual, Javier (Principal Investigator) Tachtatzis, Christos (Co-investigator) Sandhu, Parandeep (Research Co-investigator)
- 01-Jan-2022 - 01-Jan-2026
Back to staff profile
Contact
Dr
Christos
Tachtatzis
Reader
Electronic and Electrical Engineering
Email: christos.tachtatzis@strath.ac.uk
Tel: 548 2625