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ORCIDMikolaj Czerkawski
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2020 – today
- 2024
[j8]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): 69 (2024)- [j7]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: 1-5 (2024) - [j6]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: 110378 (2024) - [c2]Alistair Francis, Mikolaj Czerkawski:
Major TOM: Expandable Datasets for Earth Observation. IGARSS 2024: 2935-2940 - [i12]Alistair Francis, Mikolaj Czerkawski:
Major TOM: Expandable Datasets for Earth Observation. CoRR abs/2402.12095 (2024) - [i11]Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis:
Robustness of Deep Neural Networks for Micro-Doppler Radar Classification. CoRR abs/2402.13651 (2024) - [i10]Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis:
On Input Formats for Radar Micro-Doppler Signature Processing by Convolutional Neural Networks. CoRR abs/2404.08291 (2024) - [i9]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 abs/2404.08298 (2024) - [i8]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 abs/2404.15346 (2024) - 2023
- [j5]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): 4138 (2023) - [c1]Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis:
Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model. IGARSS 2023: 5170-5173 - [i7]Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis:
Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model. CoRR abs/2308.00541 (2023) - [i6]Mikolaj Czerkawski, Alistair Francis:
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction. CoRR abs/2309.15535 (2023) - [i5]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 abs/2310.03499 (2023) - [i4]Mikolaj Czerkawski, Christos Tachtatzis:
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting. CoRR abs/2311.03008 (2023) - [i3]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 abs/2311.06222 (2023) - 2022
- [j4]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): 1120 (2022) - [j3]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): 1342 (2022) - [j2]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): 6324 (2022) - [j1]Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran S. Kvascev, Christos Tachtatzis:
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22(6): 2323 (2022) - 2021
- [i2]Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis:
Neural Knitworks: Patched Neural Implicit Representation Networks. CoRR abs/2109.14406 (2021) - [i1]Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis:
Neural Weight Step Video Compression. CoRR abs/2112.01504 (2021)
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