Mikolaj Czerkawski

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Change Detection

Satellite Imagery

Diffusion Models

Top Venues

Pattern Recognit.

IEEE Geosci. Remote. Sens. Lett.

Publications

Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
On Input Formats for Radar Micro-Doppler Signature Processing by Convolutional Neural Networks. CoRR (2024)
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
A Novel Micro-Doppler Coherence Loss for Deep Learning Radar Applications. CoRR (2024)
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network. CoRR (2024)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched neural implicit representation networks. Pattern Recognit. 151 (2024)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Javier Cardona, Christos Tachtatzis
Multi-Modal Convolutional Parameterisation Network for Guided Image Inverse Problems. J. Imaging 10 (3) (2024)
Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
Robustness of Deep Neural Networks for Micro-Doppler Radar Classification. CoRR (2024)
Mikolaj Czerkawski, Christos Tachtatzis
Exploring the Capability of Text-to-Image Diffusion Models With Structural Edge Guidance for Multispectral Satellite Image Inpainting. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Alistair Francis, Mikolaj Czerkawski
Major TOM: Expandable Datasets for Earth Observation. CoRR (2024)
Mikolaj Czerkawski, Robert C. Atkinson, W. Craig Michie, Christos Tachtatzis
SatelliteCloudGenerator: Controllable Cloud and Shadow Synthesis for Multi-Spectral Optical Satellite Images. Remote. Sens. 15 (17) (2023)
Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux
Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection. CoRR (2023)
Mikolaj Czerkawski, Alistair Francis
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction. CoRR (2023)
Mikolaj Czerkawski, Christos Tachtatzis
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting. CoRR (2023)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model. IGARSS (2023)
Kai Jeggle, Mikolaj Czerkawski, Federico Serva, Bertrand Le Saux, David Neubauer, Ulrike Lohmann
IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision. CoRR (2023)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model. CoRR (2023)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342. Remote. Sens. 14 (24) (2022)
Priti Upadhyay, Mikolaj Czerkawski, Christopher Davison, Javier Cardona, Malcolm Macdonald, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson, Nikela Papadopoulou, Konstantinos Nikas, Christos Tachtatzis
A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data. Remote. Sens. 14 (5) (2022)
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22 (6) (2022)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote. Sens. 14 (6) (2022)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Weight Step Video Compression. CoRR (2021)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched Neural Implicit Representation Networks. CoRR (2021)