Professor Craig Michie
Electronic and Electrical Engineering
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Prize And Awards
- Finalist in Herald Higher Education Awards - Outstanding Business Engagement in Universities
- Recipient
- 31/5/2022
- Innovate UK KTP Engineering Excellence Award 2021
- Recipient
- 23/9/2021
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Publications
- Augmenting cattle tracking efficiency through monocular depth estimation
- Dickson Lewis T, Davison Christopher, Michie Craig, McRobert Ewan, Atkinson Robert, Andonovic Ivan, Ferguson Holly, Dewhurst Richard, Briddock Roger, Brooking Mark, Pavlovic Dejan, Marko Oskar, Crnojevic Vladimir, Tachtatzis Christos
- IEEE Conference on AgriFood Electronics (2024)
- 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
- On input formats for radar Micro-Doppler signature processing by convolutional neural networks
- Czerkawski M, Clemente C, Michie C, Tachtatzis C
- IET Conference Proceedings Vol 2022, pp. 383-388 (2024)
- https://doi.org/10.1049/icp.2022.2348
- 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
- SatelliteCloudGenerator : controllable cloud and shadow synthesis for multi-spectral optical satellite images
- Czerkawski Mikolaj, Atkinson Robert, Michie Craig, Tachtatzis Christos
- Remote Sensing Vol 15 (2023)
- https://doi.org/10.3390/rs15174138
- Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production
- Davison Chris, Michie Craig, Tachtatzis Christos, Andonovic Ivan, Bowen Jenna, Duthie Carol-Anne
- Sensors Vol 23 (2023)
- https://doi.org/10.3390/s23104621
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Teaching
My teaching activities are aligned closely to my research experience and presently I teach several classes:
EE473 Photonic Systems - including optical communications technologies and systems
EM310 Signals and Systems
EE473 Information Transmission and Security
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Research Interests
My current research interests focus on wireless sensor networks and in particular the application of sensor systems within the area of animal health monitoring and precision livestock farming. Currently we are researching methods to process signatures derived from a neck mounted accelerometer in order to determine when a cow is in heat, when she is eating, drinking, ruminating, lying, standing or walking. This information facilitates the detection of a range of welfare events and enables farmers to optimise the performance of their herd.
Professional Activities
- Optical OIC-Optical Interference Coatings
- Participant
- 18/5/2025
- Remote Ambient Sensing for Precision Livestock Farming
- Contributor
- 18/9/2024
- AI for Precision Livestock Farming
- Contributor
- 25/1/2024
- Sensing in Dairy Farming and its Role in Green House Gas Mitigation
- Speaker
- 31/5/2023
- Sensor Research Workshop
- Organiser
- 14/2/2023
- City of Glasgow Sensor Network BEACO2N2
- Speaker
- 10/11/2020
Projects
- Federated Learning Optimised for Remote Assessment of Species in Arable and Grassland Ecosystems (FLORA-SAGE)
- Tachtatzis, Christos (Principal Investigator) Andonovic, Ivan (Co-investigator) Michie, Craig (Co-investigator)
- 02-Jan-2024 - 28-Jan-2027
- UKRI AI Centre for Doctoral Training in Sustainable Understandable agri-food Systems Transformed by Artificial
- Tachtatzis, Christos (Principal Investigator) Michie, Craig (Co-investigator)
- 01-Jan-2024 - 30-Jan-2032
- 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 - Development 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-2025
- 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
- On Farm Carbon Capture (AKT)
- Michie, Craig (Principal Investigator) Andonovic, Ivan (Co-investigator) Tachtatzis, Christos (Co-investigator)
- 12-Jan-2022 - 01-Jan-2023
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Contact
Professor
Craig
Michie
Electronic and Electrical Engineering
Email: c.michie@strath.ac.uk
Tel: 548 2521