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Nicolas Longépé
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Journal Articles
- 2024
- [j20]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: 107835 (2024) - [j19]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): 443 (2024) - [j18]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: 12521-12537 (2024) - [j17]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: 1-14 (2024) - 2023
- [j16]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): 3344 (2023) - 2022
- [j15]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: 1-5 (2022) - [j14]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: 1-5 (2022) - [j13]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): 851 (2022) - [j12]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): 981 (2022) - [j11]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: 1-16 (2022) - 2021
- [j10]Yuan Zhao
, Nicolas Longépé
, Alexis Mouche
, Romain Husson:
Automated Rain Detection by Dual-Polarization Sentinel-1 Data. Remote. Sens. 13(16): 3155 (2021) - [j9]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): 4100 (2021) - [j8]Iris de Gélis
, 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: 5831-5841 (2021) - 2019
- [j7]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): 4050-4061 (2019) - 2016
- [j6]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): 3680-3686 (2016) - [j5]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): 4962-4969 (2016) - [j4]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): 1670-1684 (2016) - 2015
- [j3]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): 3892-3901 (2015) - 2011
- [j2]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): 2135-2150 (2011) - 2009
- [j1]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): 406-418 (2009)
Conference and Workshop Papers
- 2023
- [c31]Gonzalo Mateo-García, César Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova:
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. IGARSS 2023: 1875-1878 - [c30]David Llavería, Nicolas Longépé, Gabriele Meoni, Roberto Del Prete, Adriano Camps:
Band Selection Neural Network-Based Methodology Using L0 Data. IGARSS 2023: 1879-1882 - [c29]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: 2002-2005 - [c28]Piotr Bosowski, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
Knowledge Distillation for Memory-Efficient On-Board Image Classification of Mars Imagery. IGARSS 2023: 2018-2021 - [c27]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: 5254-5256 - [c26]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: 5866-5869 - [c25]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: 6262-6265 - [c24]Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
Unbiased Validation of Hyperspectral Unmixing Algorithms. IGARSS 2023: 7344-7347 - 2022
- [c23]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: 4268-4272 - [c22]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: 175-178 - [c21]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: 239-242 - [c20]Ziyang Zhang, Plamen Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu:
An Interpretable Deep Semantic Segmentation Method for Earth Observation. IS 2022: 1-8 - 2021
- [c19]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: 1057-1060 - [c18]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: 3010-3013 - [c17]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: 4067-4070 - [c16]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: 7588-7591 - [c15]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 - 2020
- [c14]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 - 2019
- [c13]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: 4681-4684 - [c12]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: 7908-7911 - 2018
- [c11]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: 1573-1576 - 2016
- [c10]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: 3886-3889 - 2015
- [c9]Ramona Pelich
, Nicolas Longépé, Grégoire Mercier, Guillaume Hajduch, René Garello:
Performance evaluation of Sentinel-1 data in SAR ship detection. IGARSS 2015: 2103-2106 - [c8]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: 3699-3702 - 2014
- [c7]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: 3690-3693 - 2010
- [c6]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: 1234-1237 - [c5]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: 3263-3266 - 2009
- [c4]Nicolas Longépé, Takeo Tadono, Masanobu Shimada, Eric Pottier, Sophie Allain:
Case Studies of Frozen Ground Monitoring using PALSAR/ALOS data. IGARSS (2) 2009: 1020-1023 - 2008
- [c3]Nicolas Longépé, Sophie Allain, Eric Pottier:
Toward an Operational Method for Refined Snow Characterization Using Dual-Polarization C-Band SAR Data. IGARSS (2) 2008: 57-60 - [c2]Nicolas Longépé, Masanobu Shimada, Sophie Allain, Eric Pottier:
Capabilities of Full-Polarimetric PALSAR/ALOS for Snow Extent Mapping. IGARSS (4) 2008: 1026-1029 - 2007
- [c1]Nicolas Longépé, Sophie Allain, Eric Pottier:
Snow wetness monitoring using multi-temporal polarimetric ASAR data and multi-layer hybrid model. IGARSS 2007: 2644-2647
Informal and Other Publications
- 2024
- [i10]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 abs/2403.08017 (2024) - [i9]Ziyang Zhang, Plamen Angelov
, Dmitry Kangin, Nicolas Longépé:
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data. CoRR abs/2405.07916 (2024) - 2023
- [i8]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 abs/2305.11891 (2023) - [i7]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 abs/2306.09886 (2023) - [i6]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 abs/2307.08700 (2023) - 2022
- [i5]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 abs/2207.07333 (2022) - [i4]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 abs/2208.02349 (2022) - [i3]Lukasz Tulczyjew, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
A Multibranch Convolutional Neural Network for Hyperspectral Unmixing. CoRR abs/2208.02361 (2022) - [i2]Ziyang Zhang, Plamen Angelov, Eduardo Soares, Nicolas Longépé, Pierre-Philippe Mathieu:
An Interpretable Deep Semantic Segmentation Method for Earth Observation. CoRR abs/2210.12820 (2022) - [i1]Bartosz Grabowski, Maciej Ziaja
, Michal Kawulok, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
Self-Configuring nnU-Nets Detect Clouds in Satellite Images. CoRR abs/2210.13659 (2022)
Coauthor Index
aka: Alexis Aurelien Mouche
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