
Professor Craig Michie
Electronic and Electrical Engineering
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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
Prize And Awards
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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 Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342 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/rs14246324 Parameterisation of domain knowledge for rapid and iterative prototyping of knowledge-based systems Young Andrew, West Graeme, Brown Blair, Stephen Bruce, Duncan Andrew, Michie Craig, McArthur Stephen DJ Expert Systems with Applications Vol 208 (2022) https://doi.org/10.1016/j.eswa.2022.118169 Leveraging Siamese networks for one-shot intrusion detection model Hindy Hanan, Tachtatzis Christos, Atkinson Robert, Brosset David, Bures Miroslav, Andonovic Ivan, Michie Craig, Bellekens Xavier Journal of Intelligent Information Systems Vol 60, pp. 407-436 (2022) https://doi.org/10.1007/s10844-022-00747-z On input formats for radar Micro-Doppler signature processing by convolutional neural networks Czerkawski Mikolaj, Clemente Carmine, Michie Craig, Tachtatzis Christos Radar 2022, International Conference on Radar Systems, pp. 1-6 (2022)
Publications
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Sensing in Dairy Farming and its Role in Green House Gas Mitigation Speaker 31/5/2023 City of Glasgow Sensor Network BEACO2N2 Speaker 10/11/2020 Achieving a sustainable, digital circular, rural economy in Scotland Participant 16/10/2019 The Challenges in the Implementation of Cloud-based Precision Livestock Management Services Provision Contributor 26/8/2019 Sensors (Journal) Guest editor 15/7/2019 Sensors (Journal) Guest editor 15/4/2019
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) 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 Decision Support for Investment & Economic Development within Sparse Data Markets Tachtatzis, Christos (Principal Investigator) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Cardona Amengual, Javier (Co-investigator) Hamilton, Andrew (Co-investigator) Macdonald, Malcolm (Co-investigator) Michie, Craig (Co-investigator) 11-Jan-2022 - 10-Jan-2023 DEFGRID - The Utility DSbD Demonstrator (ISCF Digital Security by Design) Atkinson, Robert (Principal Investigator) Andonovic, Ivan (Co-investigator) Coffele, Federico (Co-investigator) Irvine, James (Co-investigator) Michie, Craig (Co-investigator) Tachtatzis, Christos (Co-investigator) 01-Jan-2022 - 31-Jan-2025 Digital Dairy Value-Chain for South-West Scotland and Cumbria (Strength in Places Fund) Michie, Craig (Principal Investigator) Wagner, Beverly (Academic) Wilson, Juliette (Academic) Andonovic, Ivan (Co-investigator) Atkinson, Robert (Co-investigator) Bellekens, Xavier (Co-investigator) Galloway, Stuart (Co-investigator) Kelly, Nicolas (Co-investigator) Lengden, Michael (Co-investigator) Revie, Matthew (Co-investigator) Stewart, Robert (Co-investigator) Tachtatzis, Christos (Co-investigator) Ward, Andrew (Co-investigator) 01-Jan-2022 - 31-Jan-2027 Building and Testing a Rumen Function Sensor: RUFUS Michie, Craig (Principal Investigator) Andonovic, Ivan (Co-investigator) 08-Jan-2021 - 30-Jan-2024
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
Projects
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Contact
Professor
Craig
Michie
Electronic and Electrical Engineering
Email: c.michie@strath.ac.uk
Tel: 548 2521