Nicolas Longépé

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 52

Top Topics

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Julia Wasala, Suzanne M. Marselis, Laurens Arp, Holger H. Hoos, Nicolas Longépé, Mitra Baratchi
AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images. Remote. Sens. 16 (3) (2024)
Ziyang Zhang, Plamen Angelov, Dmitry Kangin, Nicolas Longépé
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data. CoRR (2024)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Gabriele Meoni, Roberto Del Prete, Federico Serva, Alix De Beussche, Olivier Colin, Nicolas Longépé
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Piotr Bosowski, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Squeezing adaptive deep learning methods with knowledge distillation for on-board cloud detection. Eng. Appl. Artif. Intell. 132 (2024)
Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew, Agata M. Wijata, Jakub Nalepa, Nicolas Longépé, Przemyslaw Biecek
Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI. CoRR (2024)
Vít Ruzicka, Gonzalo Mateo-García, Chris Bridges, Chris Brunskill, Cormac Purcell, Nicolas Longépé, Andrew Markham
Fast Model Inference and Training On-Board of Satellites. IGARSS (2023)
Vít Ruzicka, Gonzalo Mateo-García, Chris Bridges, Chris Brunskill, Cormac Purcell, Nicolas Longépé, Andrew Markham
Fast model inference and training on-board of Satellites. CoRR (2023)
Gonzalo Mateo-García, Cesar Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. IGARSS (2023)
Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Piotr Bosowski, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection. CoRR (2023)
Roberto Del Prete, Gabriele Meoni, Nicolas Longépé, Maria Daniela Graziano, Alfredo Renga
First Results of Vessel Detection with Onboard Processing of Sentinel-2 Raw Data by Deep Learning. IGARSS (2023)
Gabriele Meoni, Roberto Del Prete, Federico Serva, Alix De Beussche, Olivier Colin, Nicolas Longépé
THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data. CoRR (2023)
Kathiravan Thangavel, Dario Spiller, Roberto Sabatini, Stefania Amici, Nicolas Longépé, Pablo A. Servidia, Pier Marzocca, Haytham Fayek, Luigi Ansalone
Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors. Sensors 23 (6) (2023)
Piotr Bosowski, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Knowledge Distillation for Memory-Efficient On-Board Image Classification of Mars Imagery. IGARSS (2023)
David Llavería, Nicolas Longépé, Gabriele Meoni, Roberto Del Prete, Adriano Camps
Band Selection Neural Network-Based Methodology Using L0 Data. IGARSS (2023)
Agata M. Wijata, Michel-François Foulon, Yves Bobichon, Nicolas Longépé, Roberto Camarero, Raffaele Vitulli, Marco Celesti, Gianluigi Di Cosimo, Ferran Gascon, Jens Nieke, Jakub Nalepa
Toward On-Board Methane Detection in Hyperspectral Images. IGARSS (2023)
Nafiseh Ghasemi, Jens Nieke, Marco Celesti, Gianluigi Di Cosimo, Roberto Camarero, Ferran Gascon, Nicolas Longépé, Raffaele Vitulli, Marco Rovatti
Feasibility Study to Detect Floating Debris by Hyperspectral Mission Using Onboard AI. IGARSS (2023)
Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Unbiased Validation of Hyperspectral Unmixing Algorithms. IGARSS (2023)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks. CoRR (2022)
Jakub Nalepa, Bertrand Le Saux, Nicolas Longépé, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Krzysztof Smykala, Michal Gumiela
The Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images. ICIP (2022)
Ziyang Zhang, Plamen P. Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu
An Interpretable Deep Semantic Segmentation Method for Earth Observation. IS (2022)
Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
A Multibranch Convolutional Neural Network for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nicolas Longépé, Alexis Aurelien Mouche, Laurent Ferro-Famil, Romain Husson
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. 60 (2022)
Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Self-Configuring nnU-Nets Detect Clouds in Satellite Images. CoRR (2022)
Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
A Multibranch Convolutional Neural Network for Hyperspectral Unmixing. CoRR (2022)
Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Graph Neural Networks Extract High-Resolution Cultivated Land Maps from Sentinel-2 Image Series. CoRR (2022)
Tomasz Tarasiewicz, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Nicolas Longépé, Jakub Nalepa
Extracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series. IGARSS (2022)
Nicolas Pinel, Christophe Bourlier, Irina Sergievskaya, Nicolas Longépé, Guillaume Hajduch
Asymptotic Modeling of Three-Dimensional Radar Backscattering from Oil Slicks on Sea Surfaces. Remote. Sens. 14 (4) (2022)
Aurélien Colin, Ronan Fablet, Pierre Tandeo, Romain Husson, Charles Peureux, Nicolas Longépé, Alexis Mouche
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning. Remote. Sens. 14 (4) (2022)
Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Marcin Cwiek, Tomasz Lakota, Nicolas Longépé, Jakub Nalepa
Are Cloud Detection U-Nets Robust Against in-Orbit Image Acquisition Conditions? IGARSS (2022)
Ziyang Zhang, Plamen Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu
An Interpretable Deep Semantic Segmentation Method for Earth Observation. CoRR (2022)
Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa
Graph Neural Networks Extract High-Resolution Cultivated Land Maps From Sentinel-2 Image Series. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ana Raquel Carmo, Nicolas Longépé, Alexis Mouche, Dario Amorosi, Noelle Cremer
Deep Learning Approach for Tropical Cyclones Classification Based on C-Band Sentinel-1 SAR Images. IGARSS (2021)
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks (2021)
Romain Husson, Nicolas Longépé, Alexis Mouche, Henrick Berger, Chunze Lin, Olivier Archer, Aurélien Colin
Wind Direction Estimation and Accuracy Retrieval from Sentinel-1 SAR Images Under Thermal and Dynamical Unstable Conditions. IGARSS (2021)
Marharyta Domnich, Indrek Sünter, Heido Trofimov, Olga Wold, Fariha Harun, Anton Kostiukhin, Mihkel Järveoja, Mihkel Veske, Tanel Tamm, Kaupo Voormansik, Aire Olesk, Valentina Boccia, Nicolas Longépé, Enrico Giuseppe Cadau
KappaMask: AI-Based Cloudmask Processor for Sentinel-2. Remote. Sens. 13 (20) (2021)
Romain Husson, Alexis Mouche, Nicolas Longépé, Olivier Archer, Gaël Goimard, Emina Mamaca, Henrick Berger, François Soulat, Marie-Hélène Rio, Luca Martino, Pierre Potin
Cyclone Monitoring with Sentinel-1: Service Demonstration. IGARSS (2021)
Aurélien Colin, Charles Peureux, Romain Husson, Nicolas Longépé, Régis Rauzy, Ronan Fablet, Pierre Tandeo, Samir Saoudi, Alexis Mouche, Gérald Dibarboure
Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments. IGARSS (2021)
Yuan Zhao, Nicolas Longépé, Alexis Mouche, Romain Husson
Automated Rain Detection by Dual-Polarization Sentinel-1 Data. Remote. Sens. 13 (16) (2021)
Iris de Gelis, Aurélien Colin, Nicolas Longépé
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. 14 (2021)
Clémentin Boittiaux, Paul Nguyen Hong Duc, Nicolas Longépé, Sara Pensieri, Roberto Bozzano, Dorian Cazau
Multi-modal deep learning models for ocean wind speed estimation. MACLEAN@PKDD/ECML (2020)
Nicolas Longépé, Alexis Mouche, Romain Husson, Eric Pottier, Olivier Archer
Co-Cross Polarization Coherence Over Sea Surface from Sentinel-1 Data: Perspectives for Mission Calibration and Wind Field Retrieval. IGARSS (2019)
Chen Wang, Alexis Mouche, Ralph C. Foster, Douglas C. Vandemark, Justin Edward Stopa, Pierre Tandeo, Nicolas Longépé, Bertrand Chapron
Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode. IGARSS (2019)
Nicolas Longépé, Pierre Thibaut, Rodolphe Vadaine, Jean-Christophe Poisson, Amandine Guillot, Francois Boy, Nicolas Picot, Franck Borde
Comparative Evaluation of Sea Ice Lead Detection Based on SAR Imagery and Altimeter Data. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Romain Husson, Alexis Mouche, Harald Johnsen, Fabrice Collard, Geir Engen, Nicolas Longépé, Gilles Guitton, He Wang, Xuan Wang, François Soulat, Bertrand Chapron
Sentinel-1 Achievements for Ocean and Extreme Events Monitoring. IGARSS (2018)
Gaelle Viennois, Christophe Proisy, Jean-Baptiste Féret, Juliana Prosperi, Frida Sidik, Suhardjono, Rinny Rahmania, Nicolas Longépé, Olivier Germain, Philippe Gaspar
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. 9 (8) (2016)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Vessel Refocusing and Velocity Estimation on SAR Imagery Using the Fractional Fourier Transform. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Budhi Gunadharma Gautama, Nicolas Longépé, Ronan Fablet, Grégoire Mercier
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. 9 (11) (2016)
Romain Husson, Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, Pauline Vincent, Gilles Guitton, Nicolas Longépé, Guillaume Hajduch, Yves Quilfen, Lucile Gaultier
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval. IGARSS (2016)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (8) (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Refocusing of ship signatures and Azimuth speed estimation based on FRFT and SAR SLC imagery. IGARSS (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Performance evaluation of Sentinel-1 data in SAR ship detection. IGARSS (2015)
Ramona Pelich, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello
Ship detection in SAR medium resolution imagery for maritime surveillance: Algorithm validation using AIS data. IGARSS (2014)
Nicolas Longépé, Preesan Rakwatin, Osamu Isoguchi, Masanobu Shimada, Yumiko Uryu, Kokok Yulianto
Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Preesan Rakwatin, Nicolas Longépé, Osamu Isoguchi, Masanobu Shimada, Yumiko Uryu
Mapping tropical forest using ALOS PALSAR 50m resolution data with multiscale GLCM analysis. IGARSS (2010)
Nicolas Longépé, Preesan Rakwatin, Osamu Isoguchi, Masanobu Shimada, Yumiko Uryu
On the use of Support Vector Machines for land cover analysis with L-band SAR data. IGARSS (2010)
Nicolas Longépé, Sophie Allain, Laurent Ferro-Famil, Eric Pottier, Yves Durand
Snowpack Characterization in Mountainous Regions Using C-Band SAR Data and a Meteorological Model. IEEE Trans. Geosci. Remote. Sens. 47 (2) (2009)
Nicolas Longépé, Takeo Tadono, Masanobu Shimada, Eric Pottier, Sophie Allain
Case Studies of Frozen Ground Monitoring using PALSAR/ALOS data. IGARSS (2) (2009)
Nicolas Longépé, Sophie Allain, Eric Pottier
Toward an Operational Method for Refined Snow Characterization Using Dual-Polarization C-Band SAR Data. IGARSS (2) (2008)
Nicolas Longépé, Masanobu Shimada, Sophie Allain, Eric Pottier
Capabilities of Full-Polarimetric PALSAR/ALOS for Snow Extent Mapping. IGARSS (4) (2008)
Nicolas Longépé, Sophie Allain, Eric Pottier
Snow wetness monitoring using multi-temporal polarimetric ASAR data and multi-layer hybrid model. IGARSS (2007)