| Deep internal learning for inpainting of cloud-affected regions in satellite imagery M Czerkawski, P Upadhyay, C Davison, A Werkmeister, J Cardona, ... Remote Sensing 14 (6), 1342, 2022 | 18 | 2022 |
| Behavioural classification of cattle using neck-mounted accelerometer-equipped collars D Pavlovic, M Czerkawski, C Davison, O Marko, C Michie, R Atkinson, ... Sensors 22 (6), 2323, 2022 | 16 | 2022 |
| Neural knitworks: Patched neural implicit representation networks M Czerkawski, J Cardona, R Atkinson, C Michie, I Andonovic, C Clemente, ... Pattern Recognition, 110378, 2024 | 8 | 2024 |
| A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data P Upadhyay, M Czerkawski, C Davison, J Cardona, M Macdonald, ... Remote Sensing 14 (5), 1120, 2022 | 6 | 2022 |
| Robustness of deep neural networks for micro-Doppler radar classification M Czerkawski, C Clemente, C Michie, I Andonovic, C Tachtatzis 2022 23rd International Radar Symposium (IRS), 480-485, 2022 | 4 | 2022 |
| Interference motion removal for doppler radar vital sign detection using variational encoder-decoder neural network M Czerkawski, C Ilioudis, C Clemente, C Michie, I Andonovic, ... 2021 IEEE Radar Conference (RadarConf21), 1-6, 2021 | 4 | 2021 |
| On models and approaches for human vital signs extraction from short range radar signals M Czerkawski, C Ilioudis, C Clemente, C Michie, I Andonovic, ... 2020 14th European Conference on Antennas and Propagation (EuCAP), 1-5, 2020 | 4 | 2020 |
| From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction M Czerkawski, A Francis "Towards the Next Generation of Computer Vision Datasets" Workshop at ICCV 2023, 2023 | 3 | 2023 |
| A novel micro-doppler coherence loss for deep learning radar applications M Czerkawski, C Ilioudis, C Clemente, C Michie, I Andonovic, ... 2021 18th European Radar Conference (EuRAD), 305-308, 2022 | 3 | 2022 |
| Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection F Sanguigni, M Czerkawski, L Papa, I Amerini, BL Saux BiDS 2023, 2023 | 2 | 2023 |
| SatelliteCloudGenerator: controllable cloud and shadow synthesis for multi-spectral optical satellite images M Czerkawski, R Atkinson, C Michie, C Tachtatzis Remote Sensing 15 (17), 4138, 2023 | 2 | 2023 |
| Cybele:: A hybrid architecture of hpc and big data for ai applications in agriculture N Zhou, L Zhong, D Hoppe, B Pejak, O Marko, J Cardona, M Czerkawski, ... HPC, Big Data, and AI Convergence Towards Exascale, 255-272, 2022 | 2 | 2022 |
| Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting M Czerkawski, C Tachtatzis IEEE Geoscience and Remote Sensing Letters, 2024 | 1 | 2024 |
| Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model M Czerkawski, R Atkinson, C Tachtatzis IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
| Non-invasive diver respiration rate monitoring in hyperbaric lifeboat environments using short-range radar M Czerkawski, F Stewart, C Ilioudis, C Michie, I Andonovic, R Atkinson, ... OCEANS 2021: San Diego–Porto, 1-5, 2021 | 1 | 2021 |
| Multi-modal convolutional parameterisation network for guided image inverse problems M Czerkawski, P Upadhyay, C Davison, R Atkinson, C Michie, ... Journal of Imaging 10 (3), 69, 2024 | | 2024 |
| IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI input K Jeggle, M Czerkawski, F Serva, B Le Saux, D Neubauer, U Lohmann EGU24, 2024 | | 2024 |
| Major TOM: Expandable Datasets for Earth Observation A Francis, M Czerkawski arXiv preprint arXiv:2402.12095, 2024 | | 2024 |
| IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision K Jeggle, M Czerkawski, F Serva, BL Saux, D Neubauer, U Lohmann CCAI Workshop at NeurIPS 2023, 2023 | | 2023 |
| Satellite image cloud removal: learning within and beyond the sample M Czerkawski University of Strathclyde, 2023 | | 2023 |
