עקוב אחר
Mikolaj Czerkawski
Mikolaj Czerkawski
Research Fellow, European Space Agency
כתובת אימייל מאומתת בדומיין esa.int - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
182022
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
162022
Neural knitworks: Patched neural implicit representation networks
M Czerkawski, J Cardona, R Atkinson, C Michie, I Andonovic, C Clemente, ...
Pattern Recognition, 110378, 2024
82024
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
62022
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
52021
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
42023
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
42022
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
42020
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
32022
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
22023
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
22023
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
22022
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
12024
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
12023
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
12021
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
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20