Nicolas Longépé
Orcid: 0000-0002-6832-3274
According to our database1,
Nicolas Longépé
authored at least 73 papers
between 2007 and 2025.
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Bibliography
2025
Fine-Tuning Foundation Models With Confidence Assessment for Enhanced Semantic Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2025
2024
Remote. Sens., February, 2024
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2024
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Convolutional-Neural-Network-Based Onboard Band Selection for Hyperspectral Data With Coarse Band-to-Band Alignment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Squeezing adaptive deep learning methods with knowledge distillation for on-board cloud detection.
Eng. Appl. Artif. Intell., 2024
Enhancing Maritime Situational Awareness through End-to-End Onboard Raw Data Analysis.
CoRR, 2024
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting.
CoRR, 2024
CAS: Confidence Assessments of classification algorithms for Semantic segmentation of EO data.
CoRR, 2024
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data.
CoRR, 2024
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the IGARSS 2024, 2024
Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Enhanced Maritime Monitoring Via Onboard Processing Of Raw Multi-Spectral Imagery by Deep Learning.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors.
Sensors, March, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
First Results of Vessel Detection with Onboard Processing of Sentinel-2 Raw Data by Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Feasibility Study to Detect Floating Debris by Hyperspectral Mission Using Onboard AI.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Knowledge Distillation for Memory-Efficient On-Board Image Classification of Mars Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Co-Cross-Polarization Coherence Over the Sea Surface From Sentinel-1 SAR Data: Perspectives for Mission Calibration and Wind Field Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022
Asymptotic Modeling of Three-Dimensional Radar Backscattering from Oil Slicks on Sea Surfaces.
Remote. Sens., 2022
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Graph Neural Networks Extract High-Resolution Cultivated Land Maps From Sentinel-2 Image Series.
IEEE Geosci. Remote. Sens. Lett., 2022
Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks.
CoRR, 2022
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 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
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
Deep Learning Approach for Tropical Cyclones Classification Based on C-Band Sentinel-1 SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020
2019
Comparative Evaluation of Sea Ice Lead Detection Based on SAR Imagery and Altimeter Data.
IEEE Trans. Geosci. Remote. Sens., 2019
Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Co-Cross Polarization Coherence Over Sea Surface from Sentinel-1 Data: Perspectives for Mission Calibration and Wind Field Retrieval.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2016
Vessel Refocusing and Velocity Estimation on SAR Imagery Using the Fractional Fourier Transform.
IEEE Trans. Geosci. Remote. Sens., 2016
Multitemporal Analysis of High-Spatial-Resolution Optical Satellite Imagery for Mangrove Species Mapping in Bali, Indonesia.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Assimilative 2-D Lagrangian Transport Model for the Estimation of Oil Leakage Parameters From SAR Images: Application to the Montara Oil Spill.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Refocusing of ship signatures and Azimuth speed estimation based on FRFT and SAR SLC imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Ship detection in SAR medium resolution imagery for maritime surveillance: Algorithm validation using AIS data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2011
Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines.
IEEE Trans. Geosci. Remote. Sens., 2011
2010
Mapping tropical forest using ALOS PALSAR 50m resolution data with multiscale GLCM analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Snowpack Characterization in Mountainous Regions Using C-Band SAR Data and a Meteorological Model.
IEEE Trans. Geosci. Remote. Sens., 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Toward an Operational Method for Refined Snow Characterization Using Dual-Polarization C-Band SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Snow wetness monitoring using multi-temporal polarimetric ASAR data and multi-layer hybrid model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007