Aurélien Colin
Orcid: 0000-0002-4158-4933
According to our database1,
Aurélien Colin
authored at least 9 papers
between 2021 and 2024.
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Bibliography
2024
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
Reduction of Rain-Induced Errors for Wind Speed Estimation on SAR Observations Using Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
2022
On the use of deep learning for ocean SAR image semantic segmentation. (De l'utilisation de l'apprentissage profond pour la segmentation d'images SAR océaniques).
PhD thesis, 2022
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning.
Remote. Sens., 2022
Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks.
CoRR, 2022
Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Prediction of Categorized Sea Ice Concentration From Sentinel-1 SAR Images Based on a Fully Convolutional Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Wind Direction Estimation and Accuracy Retrieval from Sentinel-1 SAR Images Under Thermal and Dynamical Unstable Conditions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021