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Nicolas Longépé
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2020 – today
- 2024
- [j23]Bartosz Grabowski, Maciej Ziaja
, Michal Kawulok
Squeezing adaptive deep learning methods with knowledge distillation for on-board cloud detection. Eng. Appl. Artif. Intell. 132: 107835 (2024) - [j22]Julia Wasala
AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images. Remote. Sens. 16(3): 443 (2024) - [j21]Gabriele Meoni
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) - [j20]David Llaveria Godoy
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) - [j19]Nicolas Longépé
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) - [j18]César Aybar
Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19518-19529 (2024) - [j17]Aurélien Colin
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
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
Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors. Sensors 23(6): 3344 (2023) - [c31]Gonzalo Mateo-García, César Aybar, Giacomo Acciarini
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
Fast model inference and training on-board of Satellites. CoRR abs/2307.08700 (2023) - 2022
- [j15]Lukasz Tulczyjew
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
A Multibranch Convolutional Neural Network for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j13]Aurélien Colin
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning. Remote. Sens. 14(4): 851 (2022) - [j12]Nicolas Pinel
Asymptotic Modeling of Three-Dimensional Radar Backscattering from Oil Slicks on Sea Surfaces. Remote. Sens. 14(4): 981 (2022) - [j11]Nicolas Longépé
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
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
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
Self-Configuring nnU-Nets Detect Clouds in Satellite Images. CoRR abs/2210.13659 (2022) - 2021
- [j10]Yuan Zhao
Automated Rain Detection by Dual-Polarization Sentinel-1 Data. Remote. Sens. 13(16): 3155 (2021) - [j9]Marharyta Domnich
KappaMask: AI-Based Cloudmask Processor for Sentinel-2. Remote. Sens. 13(20): 4100 (2021) - [j8]Iris de Gélis
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
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
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
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
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
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
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
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval. IGARSS 2016: 3886-3889 - 2015
- [j3]Ramona Pelich
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
Performance evaluation of Sentinel-1 data in SAR ship detection. IGARSS 2015: 2103-2106 - [c8]Ramona Pelich
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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last updated on 2024-12-02 21:30 CET by the dblp team
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