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2024

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2024) Neural knitworks : patched neural implicit representation networks. Pattern Recognition, 151. 110378. ISSN 0031-3203

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Cardona, Javier and Tachtatzis, Christos (2024) Multi-modal convolutional parameterisation network for guided image inverse problems. Journal of Imaging, 10 (3). 69. ISSN 2313-433X

Czerkawski, Mikolaj and Tachtatzis, Christos (2024) Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting. IEEE Geoscience and Remote Sensing Letters, 21. 5001905. ISSN 1545-598X

2023

Czerkawski, Mikolaj and Atkinson, Robert and Michie, Craig and Tachtatzis, Christos (2023) SatelliteCloudGenerator : controllable cloud and shadow synthesis for multi-spectral optical satellite images. Remote Sensing, 15 (17). 4138. ISSN 2072-4292

Czerkawski, Mikolaj and Atkinson, Robert and Tachtatzis, Christos (2023) Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model. In: International Geoscience and Remote Sensing Symposium, 2023-07-16 - 2023-07-21.

2022

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342. Remote Sensing, 14 (24). 6324. ISSN 2072-4292

Czerkawski, Mikolaj and Clemente, Carmine and Michie, Craig and Tachtatzis, Christos (2022) On input formats for radar Micro-Doppler signature processing by convolutional neural networks. In: Radar 2022, International Conference on Radar Systems, 2022-10-24 - 2022-10-27, Murrayfield Stadium.

Czerkawski, Mikolaj and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2022) Robustness of deep neural networks for micro-Doppler radar classification. In: 2022 23rd International Radar Symposium (IRS). IEEE, POL, pp. 1-6. ISBN 9788395602054

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2022) A novel micro-doppler coherence loss for deep learning radar applications. In: 2021 18th European Radar Conference (EuRAD). IEEE, GBR. ISBN 978-2-87487-065-1

Pavlovic, Dejan and Czerkawski, Mikolaj and Davison, Christopher and Marko, Oskar and Michie, Craig and Atkinson, Robert and Crnojevic, Vladimir and Andonovic, Ivan and Rajovic, Vladimir and Kvascev, Goran and Tachtatzis, Christos (2022) Behavioural classification of cattle using neck-mounted accelerometer-equipped collars. Sensors, 22 (6). 2323. ISSN 1424-8220

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Deep internal learning for inpainting of cloud-affected regions in satellite imagery. Remote Sensing, 14 (6). 1342. ISSN 2072-4292

Upadhyay, Priti and Czerkawski, Mikolaj and Davison, Christopher and Cardona, Javier and Macdonald, Malcolm and Andonovic, Ivan and Michie, Craig and Atkinson, Robert and Papadopoulou, Nikela and Nikas, Konstantinos and Tachtatzis, Christos (2022) A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data. Remote Sensing, 14 (5). 1120. ISSN 2072-4292

2021

Czerkawski, Mikolaj and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Clemente, Carmine and Tachtatzis, Christos (2021) Neural weight step video compression. In: NeurIPS 2021 Pre-Registration Workshop, 2021-12-13 - 2021-12-13, Online.

Czerkawski, Mikolaj and Stewart, Fraser and Ilioudis, Christos and Michie, Craig and Andonovic, Ivan and Atkinson, Robert and Coull, Maurice and Sandilands, Donald and Kerr, Gareth and Clemente, Carmine and Tachtatzis, Christos (2021) Non-invasive diver respiration rate monitoring in hyperbaric lifeboat environments using short-range radar. In: Oceans 2021, 2021-09-20 - 2021-09-23, San Diego.

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2021) Interference motion removal for Doppler radar vital sign detection using variational encoder-decoder neural network. In: 2021 IEEE Radar Conference (RadarConf21). IEEE National Radar Conference - Proceedings . IEEE, USA, pp. 1-6. ISBN 9781728176093

2020

Czerkawski, Mikolaj and Ilioudis, Christos and Clemente, Carmine and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos; (2020) On models and approaches for human vital signs extraction from short range radar signals. In: 2020 14th European Conference on Antennas and Propagation (EuCAP). IEEE, DNK. ISBN 978-88-31299-00-8