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2020 – today
- 2024
[j22]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)- [j21]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) - [j20]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) - [j19]David Llaveria Godoy, Nicolas Longépé, Gabriele Meoni, Roberto Del Prete, Adriano Camps:
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. 17: 16467-16475 (2024) - [j18]Nicolas Longépé, Isabella Petrelli, Nika Oman Kadunc, Devis Peressutti, Roberto Del Prete, Mauro Casaburi, Irina Babkina, Nathan Vercruyssen, Elisa Callejo Luis, Álvaro Morón Elorza, Valentina Marchese, Agne Paskeviciute Kidron, Nicola Melega:
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17651-17665 (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) - [c39]Luca Ostrogovich, Roberto Del Prete, Giuseppe Tomasicchio, Nicolas Longépé, Alfredo Renga:
A Dual-Mode Approach for Vision-Based Navigation in a Lunar Landing Scenario. CVPR Workshops 2024: 6799-6808 - [c38]Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models. IGARSS 2024: 412-416 - [c37]Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Jakub Nalepa:
Utility of Quantum Kernel Machines in Remote Sensing Applications. IGARSS 2024: 799-803 - [c36]Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa:
Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. IGARSS 2024: 817-822 - [c35]Maciej Ziaja, Pawel Kowaleczko, Daniel Kostrzewa, Nicolas Longépé, Michal Kawulok:
Toward Task-Driven Satellite Image Super-Resolution. IGARSS 2024: 1235-1239 - [c34]Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longépé, Krzysztof Smykala, Jakub Nalepa:
Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. IGARSS 2024: 1708-1712 - [c33]Roberto Del Prete, Gabriele Meoni, Manuel Salvoldi, Domenico Barretta, Maria Daniela Graziano, Nicolas Longépé, Alfredo Renga:
Enhanced Maritime Monitoring Via Onboard Processing Of Raw Multi-Spectral Imagery by Deep Learning. IGARSS 2024: 1713-1717 - [c32]Agata M. Wijata, Alicja Musial, Dawid Lazaj, Michal Gumiela, Mateusz Przeliorz, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Nicolas Longépé, Pierre-Philippe Mathieu, Jakub Nalepa:
Designing (Not Only) Lunar Space Data Centers. IGARSS 2024: 6104-6108 - [i11]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) - [i10]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) - [i9]Brandon Victor, Mathilde Letard, Peter Naylor, Karim Douch, Nicolas Longépé, Zhen He, Patrick Ebel:
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting. CoRR abs/2409.18591 (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) - [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 - [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
- [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) - [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 Almeida Soares, Nicolas Longépé, Pierre-Philippe Mathieu:
An Interpretable Deep Semantic Segmentation Method for Earth Observation. IS 2022: 1-8 - [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 Almeida 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) - 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) - [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 Peressutti, 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
2010 – 2019
- 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) - [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
- [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) - [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
- [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) - [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 - 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) - 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
2000 – 2009
- 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) - [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
Coauthor Index
Alexis Mouche
aka: Alexis Aurelien Mouche
aka: Alexis Aurelien Mouche
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